Inference in Pneumonia Detection from Chest X-Ray Images
Antonio Esteves
Summary
The proposed study was done by [Kermany et al. 2018] and implements algorithms to support clinical decision making, establishing a diagnostic tool based on a deep-learning framework for screening patients with treatable blinding retinal diseases, as well as the diagnosis of pneumonia pediátrica viral and bacterial. We then chose to replicate only the experiment that seeks to identify the existence or not of pneumonia, due to the technical limitations in the labeling of images of retinal diseases as well as the existence of another previously labeled data set. for the execution of this study besides that, our contribution are the confidence intervals calculations and other inferences.
Data Summary
dados = read_csv("../data/rocObj.csv")## Parsed with column specification:
## cols(
## y_true = col_double(),
## y_pred = col_double()
## )glimpse(dados)## Observations: 624
## Variables: 2
## $ y_true <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
## $ y_pred <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, …Curva ROC e AUC
The main idea in this experiment is that we will use is a technique proposed by [Efron 1979], called boostrap, which uses replication and uses the sample as a substitute for the population and simulates sampling through a resampling process with repositioning. , Providing an accurate estimate of the variation in the sample distribution.
So assuming that our data set, which has a total of 5,232 images tagged and labeled, is our sample and as already presented, an AUC of 89.06%, we will calculate the sample distribution in relation to to this metric, bypassing the lack of information on the population from this resampling technique.
par(pty = "s")
rocObj = dados %>%
roc(y_true,y_pred, plot=TRUE, legacy.axes=TRUE, percent = TRUE, xlab = "False Positive Percentage", ylab= "True Positive Percentage", col="#377eb8", lwd=4, print.auc=TRUE, partial.auc=c(100,82), auc.polygon=TRUE, auc.polygon.col="#377eb822") +
theme_minimal() +
ggsave("1.pdf", width = 6, height = 4)## Setting levels: control = 0, case = 1## Setting direction: controls < cases
par(pty = "s")
rocObj = dados %>%
roc(y_true,y_pred, plot=TRUE, legacy.axes=TRUE, percent = TRUE, xlab = "False Positive Percentage", ylab= "True Positive Percentage", col="#377eb8", lwd=4, print.auc=TRUE)## Setting levels: control = 0, case = 1
## Setting direction: controls < cases
ggsave("ROC_curve.pdf", width = 6, height = 4)obj = dados %>%
roc(y_true, y_pred, ci=TRUE, plot=FALSE)## Setting levels: control = 0, case = 1## Setting direction: controls < casesobj["ci"]## $ci
## 95% CI: 0.8642-0.917 (DeLong)sens_obj = ci.se(obj, specificities=seq(0, 1, l=25), boot.n=10000)
dat_sens.ci = data.frame(x = as.numeric(rownames(sens_obj)),
lower = sens_obj[, 1],
upper = sens_obj[, 3])
ggroc(obj) +
xlab("Especificidade") +
ylab("Sensibilidade") +
theme_minimal() +
geom_abline(slope=1, intercept = 1, linetype = "dashed", alpha=0.7, color = "grey") +
coord_equal() +
geom_ribbon(data = dat_sens.ci, aes(x = x, ymin = lower, ymax = upper), fill = "steelblue", alpha= 0.2) +
# ggtitle(capture.output(obj$ci))
ggtitle("Curva ROC - 95% IC:[0,86; 0,91]")
ggsave("ICS_ROC_curve.pdf", width = 6, height = 4)To carry out this procedure, we built 10,000 bootstrap replicas, in order to obtain limits for 95% confidence intervals as well as the standard error.
Get Confidence Intervals
ci.auc(rocObj, conf.level=0.95, method="bootstrap", boot.n = 10000, boot.stratified = TRUE, reuse.auc=TRUE,
progress = getOption("pROCProgress")$name, parallel=FALSE)## 95% CI: 86.45%-91.62% (10000 stratified bootstrap replicates)Another lib (fbroc)
new_data = dados %>%
mutate(true_class = as.logical(y_true))
result.boot = boot.roc(new_data$y_pred, new_data$true_class, n.boot = 10000)
perf(result.boot, "auc", conf.level = 0.95)##
##
## Bootstrapped ROC performance metric
##
## Metric: AUC
## Bootstrap replicates: 10000
## Observed: 0.891
## Std. Error: 0.013
## 95% confidence interval:
## 0.863 0.916Bootstraped Samples
conf(result.boot, steps = 10000)## FPR TPR Lower.TPR Upper.TPR
## 1 1.0000 1.0000000 1.0000000 1.000000
## 2 0.9999 0.9564103 0.9358974 0.974359
## 3 0.9998 0.9564103 0.9358974 0.974359
## 4 0.9997 0.9564103 0.9358974 0.974359
## 5 0.9996 0.9564103 0.9358974 0.974359
## 6 0.9995 0.9564103 0.9358974 0.974359
## 7 0.9994 0.9564103 0.9358974 0.974359
## 8 0.9993 0.9564103 0.9358974 0.974359
## 9 0.9992 0.9564103 0.9358974 0.974359
## 10 0.9991 0.9564103 0.9358974 0.974359
## 11 0.9990 0.9564103 0.9358974 0.974359
## 12 0.9989 0.9564103 0.9358974 0.974359
## 13 0.9988 0.9564103 0.9358974 0.974359
## 14 0.9987 0.9564103 0.9358974 0.974359
## 15 0.9986 0.9564103 0.9358974 0.974359
## 16 0.9985 0.9564103 0.9358974 0.974359
## 17 0.9984 0.9564103 0.9358974 0.974359
## 18 0.9983 0.9564103 0.9358974 0.974359
## 19 0.9982 0.9564103 0.9358974 0.974359
## 20 0.9981 0.9564103 0.9358974 0.974359
## 21 0.9980 0.9564103 0.9358974 0.974359
## 22 0.9979 0.9564103 0.9358974 0.974359
## 23 0.9978 0.9564103 0.9358974 0.974359
## 24 0.9977 0.9564103 0.9358974 0.974359
## 25 0.9976 0.9564103 0.9358974 0.974359
## 26 0.9975 0.9564103 0.9358974 0.974359
## 27 0.9974 0.9564103 0.9358974 0.974359
## 28 0.9973 0.9564103 0.9358974 0.974359
## 29 0.9972 0.9564103 0.9358974 0.974359
## 30 0.9971 0.9564103 0.9358974 0.974359
## 31 0.9970 0.9564103 0.9358974 0.974359
## 32 0.9969 0.9564103 0.9358974 0.974359
## 33 0.9968 0.9564103 0.9358974 0.974359
## 34 0.9967 0.9564103 0.9358974 0.974359
## 35 0.9966 0.9564103 0.9358974 0.974359
## 36 0.9965 0.9564103 0.9358974 0.974359
## 37 0.9964 0.9564103 0.9358974 0.974359
## 38 0.9963 0.9564103 0.9358974 0.974359
## 39 0.9962 0.9564103 0.9358974 0.974359
## 40 0.9961 0.9564103 0.9358974 0.974359
## 41 0.9960 0.9564103 0.9358974 0.974359
## 42 0.9959 0.9564103 0.9358974 0.974359
## 43 0.9958 0.9564103 0.9358974 0.974359
## 44 0.9957 0.9564103 0.9358974 0.974359
## 45 0.9956 0.9564103 0.9358974 0.974359
## 46 0.9955 0.9564103 0.9358974 0.974359
## 47 0.9954 0.9564103 0.9358974 0.974359
## 48 0.9953 0.9564103 0.9358974 0.974359
## 49 0.9952 0.9564103 0.9358974 0.974359
## 50 0.9951 0.9564103 0.9358974 0.974359
## 51 0.9950 0.9564103 0.9358974 0.974359
## 52 0.9949 0.9564103 0.9358974 0.974359
## 53 0.9948 0.9564103 0.9358974 0.974359
## 54 0.9947 0.9564103 0.9358974 0.974359
## 55 0.9946 0.9564103 0.9358974 0.974359
## 56 0.9945 0.9564103 0.9358974 0.974359
## 57 0.9944 0.9564103 0.9358974 0.974359
## 58 0.9943 0.9564103 0.9358974 0.974359
## 59 0.9942 0.9564103 0.9358974 0.974359
## 60 0.9941 0.9564103 0.9358974 0.974359
## 61 0.9940 0.9564103 0.9358974 0.974359
## 62 0.9939 0.9564103 0.9358974 0.974359
## 63 0.9938 0.9564103 0.9358974 0.974359
## 64 0.9937 0.9564103 0.9358974 0.974359
## 65 0.9936 0.9564103 0.9358974 0.974359
## 66 0.9935 0.9564103 0.9358974 0.974359
## 67 0.9934 0.9564103 0.9358974 0.974359
## 68 0.9933 0.9564103 0.9358974 0.974359
## 69 0.9932 0.9564103 0.9358974 0.974359
## 70 0.9931 0.9564103 0.9358974 0.974359
## 71 0.9930 0.9564103 0.9358974 0.974359
## 72 0.9929 0.9564103 0.9358974 0.974359
## 73 0.9928 0.9564103 0.9358974 0.974359
## 74 0.9927 0.9564103 0.9358974 0.974359
## 75 0.9926 0.9564103 0.9358974 0.974359
## 76 0.9925 0.9564103 0.9358974 0.974359
## 77 0.9924 0.9564103 0.9358974 0.974359
## 78 0.9923 0.9564103 0.9358974 0.974359
## 79 0.9922 0.9564103 0.9358974 0.974359
## 80 0.9921 0.9564103 0.9358974 0.974359
## 81 0.9920 0.9564103 0.9358974 0.974359
## 82 0.9919 0.9564103 0.9358974 0.974359
## 83 0.9918 0.9564103 0.9358974 0.974359
## 84 0.9917 0.9564103 0.9358974 0.974359
## 85 0.9916 0.9564103 0.9358974 0.974359
## 86 0.9915 0.9564103 0.9358974 0.974359
## 87 0.9914 0.9564103 0.9358974 0.974359
## 88 0.9913 0.9564103 0.9358974 0.974359
## 89 0.9912 0.9564103 0.9358974 0.974359
## 90 0.9911 0.9564103 0.9358974 0.974359
## 91 0.9910 0.9564103 0.9358974 0.974359
## 92 0.9909 0.9564103 0.9358974 0.974359
## 93 0.9908 0.9564103 0.9358974 0.974359
## 94 0.9907 0.9564103 0.9358974 0.974359
## 95 0.9906 0.9564103 0.9358974 0.974359
## 96 0.9905 0.9564103 0.9358974 0.974359
## 97 0.9904 0.9564103 0.9358974 0.974359
## 98 0.9903 0.9564103 0.9358974 0.974359
## 99 0.9902 0.9564103 0.9358974 0.974359
## 100 0.9901 0.9564103 0.9358974 0.974359
## 101 0.9900 0.9564103 0.9358974 0.974359
## 102 0.9899 0.9564103 0.9358974 0.974359
## 103 0.9898 0.9564103 0.9358974 0.974359
## 104 0.9897 0.9564103 0.9358974 0.974359
## 105 0.9896 0.9564103 0.9358974 0.974359
## 106 0.9895 0.9564103 0.9358974 0.974359
## 107 0.9894 0.9564103 0.9358974 0.974359
## 108 0.9893 0.9564103 0.9358974 0.974359
## 109 0.9892 0.9564103 0.9358974 0.974359
## 110 0.9891 0.9564103 0.9358974 0.974359
## 111 0.9890 0.9564103 0.9358974 0.974359
## 112 0.9889 0.9564103 0.9358974 0.974359
## 113 0.9888 0.9564103 0.9358974 0.974359
## 114 0.9887 0.9564103 0.9358974 0.974359
## 115 0.9886 0.9564103 0.9358974 0.974359
## 116 0.9885 0.9564103 0.9358974 0.974359
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## 118 0.9883 0.9564103 0.9358974 0.974359
## 119 0.9882 0.9564103 0.9358974 0.974359
## 120 0.9881 0.9564103 0.9358974 0.974359
## 121 0.9880 0.9564103 0.9358974 0.974359
## 122 0.9879 0.9564103 0.9358974 0.974359
## 123 0.9878 0.9564103 0.9358974 0.974359
## 124 0.9877 0.9564103 0.9358974 0.974359
## 125 0.9876 0.9564103 0.9358974 0.974359
## 126 0.9875 0.9564103 0.9358974 0.974359
## 127 0.9874 0.9564103 0.9358974 0.974359
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## 149 0.9852 0.9564103 0.9358974 0.974359
## 150 0.9851 0.9564103 0.9358974 0.974359
## 151 0.9850 0.9564103 0.9358974 0.974359
## 152 0.9849 0.9564103 0.9358974 0.974359
## 153 0.9848 0.9564103 0.9358974 0.974359
## 154 0.9847 0.9564103 0.9358974 0.974359
## 155 0.9846 0.9564103 0.9358974 0.974359
## 156 0.9845 0.9564103 0.9358974 0.974359
## 157 0.9844 0.9564103 0.9358974 0.974359
## 158 0.9843 0.9564103 0.9358974 0.974359
## 159 0.9842 0.9564103 0.9358974 0.974359
## 160 0.9841 0.9564103 0.9358974 0.974359
## 161 0.9840 0.9564103 0.9358974 0.974359
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## 171 0.9830 0.9564103 0.9358974 0.974359
## 172 0.9829 0.9564103 0.9358974 0.974359
## 173 0.9828 0.9564103 0.9358974 0.974359
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## 177 0.9824 0.9564103 0.9358974 0.974359
## 178 0.9823 0.9564103 0.9358974 0.974359
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## 215 0.9786 0.9564103 0.9358974 0.974359
## 216 0.9785 0.9564103 0.9358974 0.974359
## 217 0.9784 0.9564103 0.9358974 0.974359
## 218 0.9783 0.9564103 0.9358974 0.974359
## 219 0.9782 0.9564103 0.9358974 0.974359
## 220 0.9781 0.9564103 0.9358974 0.974359
## 221 0.9780 0.9564103 0.9358974 0.974359
## 222 0.9779 0.9564103 0.9358974 0.974359
## 223 0.9778 0.9564103 0.9358974 0.974359
## 224 0.9777 0.9564103 0.9358974 0.974359
## 225 0.9776 0.9564103 0.9358974 0.974359
## 226 0.9775 0.9564103 0.9358974 0.974359
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## 228 0.9773 0.9564103 0.9358974 0.974359
## 229 0.9772 0.9564103 0.9358974 0.974359
## 230 0.9771 0.9564103 0.9358974 0.974359
## 231 0.9770 0.9564103 0.9358974 0.974359
## 232 0.9769 0.9564103 0.9358974 0.974359
## 233 0.9768 0.9564103 0.9358974 0.974359
## 234 0.9767 0.9564103 0.9358974 0.974359
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## 236 0.9765 0.9564103 0.9358974 0.974359
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## 239 0.9762 0.9564103 0.9358974 0.974359
## 240 0.9761 0.9564103 0.9358974 0.974359
## 241 0.9760 0.9564103 0.9358974 0.974359
## 242 0.9759 0.9564103 0.9358974 0.974359
## 243 0.9758 0.9564103 0.9358974 0.974359
## 244 0.9757 0.9564103 0.9358974 0.974359
## 245 0.9756 0.9564103 0.9358974 0.974359
## 246 0.9755 0.9564103 0.9358974 0.974359
## 247 0.9754 0.9564103 0.9358974 0.974359
## 248 0.9753 0.9564103 0.9358974 0.974359
## 249 0.9752 0.9564103 0.9358974 0.974359
## 250 0.9751 0.9564103 0.9358974 0.974359
## 251 0.9750 0.9564103 0.9358974 0.974359
## 252 0.9749 0.9564103 0.9358974 0.974359
## 253 0.9748 0.9564103 0.9358974 0.974359
## 254 0.9747 0.9564103 0.9358974 0.974359
## 255 0.9746 0.9564103 0.9358974 0.974359
## 256 0.9745 0.9564103 0.9358974 0.974359
## 257 0.9744 0.9564103 0.9358974 0.974359
## 258 0.9743 0.9564103 0.9358974 0.974359
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## 261 0.9740 0.9564103 0.9358974 0.974359
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## 278 0.9723 0.9564103 0.9358974 0.974359
## 279 0.9722 0.9564103 0.9358974 0.974359
## 280 0.9721 0.9564103 0.9358974 0.974359
## 281 0.9720 0.9564103 0.9358974 0.974359
## 282 0.9719 0.9564103 0.9358974 0.974359
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## 1599 0.8402 0.9564103 0.9358974 0.974359
## 1600 0.8401 0.9564103 0.9358974 0.974359
## 1601 0.8400 0.9564103 0.9358974 0.974359
## 1602 0.8399 0.9564103 0.9358974 0.974359
## 1603 0.8398 0.9564103 0.9358974 0.974359
## 1604 0.8397 0.9564103 0.9358974 0.974359
## 1605 0.8396 0.9564103 0.9358974 0.974359
## 1606 0.8395 0.9564103 0.9358974 0.974359
## 1607 0.8394 0.9564103 0.9358974 0.974359
## 1608 0.8393 0.9564103 0.9358974 0.974359
## 1609 0.8392 0.9564103 0.9358974 0.974359
## 1610 0.8391 0.9564103 0.9358974 0.974359
## 1611 0.8390 0.9564103 0.9358974 0.974359
## 1612 0.8389 0.9564103 0.9358974 0.974359
## 1613 0.8388 0.9564103 0.9358974 0.974359
## 1614 0.8387 0.9564103 0.9358974 0.974359
## 1615 0.8386 0.9564103 0.9358974 0.974359
## 1616 0.8385 0.9564103 0.9358974 0.974359
## 1617 0.8384 0.9564103 0.9358974 0.974359
## 1618 0.8383 0.9564103 0.9358974 0.974359
## 1619 0.8382 0.9564103 0.9358974 0.974359
## 1620 0.8381 0.9564103 0.9358974 0.974359
## 1621 0.8380 0.9564103 0.9358974 0.974359
## 1622 0.8379 0.9564103 0.9358974 0.974359
## 1623 0.8378 0.9564103 0.9358974 0.974359
## 1624 0.8377 0.9564103 0.9358974 0.974359
## 1625 0.8376 0.9564103 0.9358974 0.974359
## 1626 0.8375 0.9564103 0.9358974 0.974359
## 1627 0.8374 0.9564103 0.9358974 0.974359
## 1628 0.8373 0.9564103 0.9358974 0.974359
## 1629 0.8372 0.9564103 0.9358974 0.974359
## 1630 0.8371 0.9564103 0.9358974 0.974359
## 1631 0.8370 0.9564103 0.9358974 0.974359
## 1632 0.8369 0.9564103 0.9358974 0.974359
## 1633 0.8368 0.9564103 0.9358974 0.974359
## 1634 0.8367 0.9564103 0.9358974 0.974359
## 1635 0.8366 0.9564103 0.9358974 0.974359
## 1636 0.8365 0.9564103 0.9358974 0.974359
## 1637 0.8364 0.9564103 0.9358974 0.974359
## 1638 0.8363 0.9564103 0.9358974 0.974359
## 1639 0.8362 0.9564103 0.9358974 0.974359
## 1640 0.8361 0.9564103 0.9358974 0.974359
## 1641 0.8360 0.9564103 0.9358974 0.974359
## 1642 0.8359 0.9564103 0.9358974 0.974359
## 1643 0.8358 0.9564103 0.9358974 0.974359
## 1644 0.8357 0.9564103 0.9358974 0.974359
## 1645 0.8356 0.9564103 0.9358974 0.974359
## 1646 0.8355 0.9564103 0.9358974 0.974359
## 1647 0.8354 0.9564103 0.9358974 0.974359
## 1648 0.8353 0.9564103 0.9358974 0.974359
## 1649 0.8352 0.9564103 0.9358974 0.974359
## 1650 0.8351 0.9564103 0.9358974 0.974359
## 1651 0.8350 0.9564103 0.9358974 0.974359
## 1652 0.8349 0.9564103 0.9358974 0.974359
## 1653 0.8348 0.9564103 0.9358974 0.974359
## 1654 0.8347 0.9564103 0.9358974 0.974359
## 1655 0.8346 0.9564103 0.9358974 0.974359
## 1656 0.8345 0.9564103 0.9358974 0.974359
## 1657 0.8344 0.9564103 0.9358974 0.974359
## 1658 0.8343 0.9564103 0.9358974 0.974359
## 1659 0.8342 0.9564103 0.9358974 0.974359
## 1660 0.8341 0.9564103 0.9358974 0.974359
## 1661 0.8340 0.9564103 0.9358974 0.974359
## 1662 0.8339 0.9564103 0.9358974 0.974359
## 1663 0.8338 0.9564103 0.9358974 0.974359
## 1664 0.8337 0.9564103 0.9358974 0.974359
## 1665 0.8336 0.9564103 0.9358974 0.974359
## 1666 0.8335 0.9564103 0.9358974 0.974359
## 1667 0.8334 0.9564103 0.9358974 0.974359
## 1668 0.8333 0.9564103 0.9358974 0.974359
## 1669 0.8332 0.9564103 0.9358974 0.974359
## 1670 0.8331 0.9564103 0.9358974 0.974359
## 1671 0.8330 0.9564103 0.9358974 0.974359
## 1672 0.8329 0.9564103 0.9358974 0.974359
## 1673 0.8328 0.9564103 0.9358974 0.974359
## 1674 0.8327 0.9564103 0.9358974 0.974359
## 1675 0.8326 0.9564103 0.9358974 0.974359
## 1676 0.8325 0.9564103 0.9358974 0.974359
## 1677 0.8324 0.9564103 0.9358974 0.974359
## 1678 0.8323 0.9564103 0.9358974 0.974359
## 1679 0.8322 0.9564103 0.9358974 0.974359
## 1680 0.8321 0.9564103 0.9358974 0.974359
## 1681 0.8320 0.9564103 0.9358974 0.974359
## 1682 0.8319 0.9564103 0.9358974 0.974359
## 1683 0.8318 0.9564103 0.9358974 0.974359
## 1684 0.8317 0.9564103 0.9358974 0.974359
## 1685 0.8316 0.9564103 0.9358974 0.974359
## 1686 0.8315 0.9564103 0.9358974 0.974359
## 1687 0.8314 0.9564103 0.9358974 0.974359
## 1688 0.8313 0.9564103 0.9358974 0.974359
## 1689 0.8312 0.9564103 0.9358974 0.974359
## 1690 0.8311 0.9564103 0.9358974 0.974359
## 1691 0.8310 0.9564103 0.9358974 0.974359
## 1692 0.8309 0.9564103 0.9358974 0.974359
## 1693 0.8308 0.9564103 0.9358974 0.974359
## 1694 0.8307 0.9564103 0.9358974 0.974359
## 1695 0.8306 0.9564103 0.9358974 0.974359
## 1696 0.8305 0.9564103 0.9358974 0.974359
## 1697 0.8304 0.9564103 0.9358974 0.974359
## 1698 0.8303 0.9564103 0.9358974 0.974359
## 1699 0.8302 0.9564103 0.9358974 0.974359
## 1700 0.8301 0.9564103 0.9358974 0.974359
## 1701 0.8300 0.9564103 0.9358974 0.974359
## 1702 0.8299 0.9564103 0.9358974 0.974359
## 1703 0.8298 0.9564103 0.9358974 0.974359
## 1704 0.8297 0.9564103 0.9358974 0.974359
## 1705 0.8296 0.9564103 0.9358974 0.974359
## 1706 0.8295 0.9564103 0.9358974 0.974359
## 1707 0.8294 0.9564103 0.9358974 0.974359
## 1708 0.8293 0.9564103 0.9358974 0.974359
## 1709 0.8292 0.9564103 0.9358974 0.974359
## 1710 0.8291 0.9564103 0.9358974 0.974359
## 1711 0.8290 0.9564103 0.9358974 0.974359
## 1712 0.8289 0.9564103 0.9358974 0.974359
## 1713 0.8288 0.9564103 0.9358974 0.974359
## 1714 0.8287 0.9564103 0.9358974 0.974359
## 1715 0.8286 0.9564103 0.9358974 0.974359
## 1716 0.8285 0.9564103 0.9358974 0.974359
## 1717 0.8284 0.9564103 0.9358974 0.974359
## 1718 0.8283 0.9564103 0.9358974 0.974359
## 1719 0.8282 0.9564103 0.9358974 0.974359
## 1720 0.8281 0.9564103 0.9358974 0.974359
## 1721 0.8280 0.9564103 0.9358974 0.974359
## 1722 0.8279 0.9564103 0.9358974 0.974359
## 1723 0.8278 0.9564103 0.9358974 0.974359
## 1724 0.8277 0.9564103 0.9358974 0.974359
## 1725 0.8276 0.9564103 0.9358974 0.974359
## 1726 0.8275 0.9564103 0.9358974 0.974359
## 1727 0.8274 0.9564103 0.9358974 0.974359
## 1728 0.8273 0.9564103 0.9358974 0.974359
## 1729 0.8272 0.9564103 0.9358974 0.974359
## 1730 0.8271 0.9564103 0.9358974 0.974359
## 1731 0.8270 0.9564103 0.9358974 0.974359
## 1732 0.8269 0.9564103 0.9358974 0.974359
## 1733 0.8268 0.9564103 0.9358974 0.974359
## 1734 0.8267 0.9564103 0.9358974 0.974359
## 1735 0.8266 0.9564103 0.9358974 0.974359
## 1736 0.8265 0.9564103 0.9358974 0.974359
## 1737 0.8264 0.9564103 0.9358974 0.974359
## 1738 0.8263 0.9564103 0.9358974 0.974359
## 1739 0.8262 0.9564103 0.9358974 0.974359
## 1740 0.8261 0.9564103 0.9358974 0.974359
## 1741 0.8260 0.9564103 0.9358974 0.974359
## 1742 0.8259 0.9564103 0.9358974 0.974359
## 1743 0.8258 0.9564103 0.9358974 0.974359
## 1744 0.8257 0.9564103 0.9358974 0.974359
## 1745 0.8256 0.9564103 0.9358974 0.974359
## 1746 0.8255 0.9564103 0.9358974 0.974359
## 1747 0.8254 0.9564103 0.9358974 0.974359
## 1748 0.8253 0.9564103 0.9358974 0.974359
## 1749 0.8252 0.9564103 0.9358974 0.974359
## 1750 0.8251 0.9564103 0.9358974 0.974359
## 1751 0.8250 0.9564103 0.9358974 0.974359
## 1752 0.8249 0.9564103 0.9358974 0.974359
## 1753 0.8248 0.9564103 0.9358974 0.974359
## 1754 0.8247 0.9564103 0.9358974 0.974359
## 1755 0.8246 0.9564103 0.9358974 0.974359
## 1756 0.8245 0.9564103 0.9358974 0.974359
## 1757 0.8244 0.9564103 0.9358974 0.974359
## 1758 0.8243 0.9564103 0.9358974 0.974359
## 1759 0.8242 0.9564103 0.9358974 0.974359
## 1760 0.8241 0.9564103 0.9358974 0.974359
## 1761 0.8240 0.9564103 0.9358974 0.974359
## 1762 0.8239 0.9564103 0.9358974 0.974359
## 1763 0.8238 0.9564103 0.9358974 0.974359
## 1764 0.8237 0.9564103 0.9358974 0.974359
## 1765 0.8236 0.9564103 0.9358974 0.974359
## 1766 0.8235 0.9564103 0.9358974 0.974359
## 1767 0.8234 0.9564103 0.9358974 0.974359
## 1768 0.8233 0.9564103 0.9358974 0.974359
## 1769 0.8232 0.9564103 0.9358974 0.974359
## 1770 0.8231 0.9564103 0.9358974 0.974359
## 1771 0.8230 0.9564103 0.9358974 0.974359
## 1772 0.8229 0.9564103 0.9358974 0.974359
## 1773 0.8228 0.9564103 0.9358974 0.974359
## 1774 0.8227 0.9564103 0.9358974 0.974359
## 1775 0.8226 0.9564103 0.9358974 0.974359
## 1776 0.8225 0.9564103 0.9358974 0.974359
## 1777 0.8224 0.9564103 0.9358974 0.974359
## 1778 0.8223 0.9564103 0.9358974 0.974359
## 1779 0.8222 0.9564103 0.9358974 0.974359
## 1780 0.8221 0.9564103 0.9358974 0.974359
## 1781 0.8220 0.9564103 0.9358974 0.974359
## 1782 0.8219 0.9564103 0.9358974 0.974359
## 1783 0.8218 0.9564103 0.9358974 0.974359
## 1784 0.8217 0.9564103 0.9358974 0.974359
## 1785 0.8216 0.9564103 0.9358974 0.974359
## 1786 0.8215 0.9564103 0.9358974 0.974359
## 1787 0.8214 0.9564103 0.9358974 0.974359
## 1788 0.8213 0.9564103 0.9358974 0.974359
## 1789 0.8212 0.9564103 0.9358974 0.974359
## 1790 0.8211 0.9564103 0.9358974 0.974359
## 1791 0.8210 0.9564103 0.9358974 0.974359
## 1792 0.8209 0.9564103 0.9358974 0.974359
## 1793 0.8208 0.9564103 0.9358974 0.974359
## 1794 0.8207 0.9564103 0.9358974 0.974359
## 1795 0.8206 0.9564103 0.9358974 0.974359
## 1796 0.8205 0.9564103 0.9358974 0.974359
## 1797 0.8204 0.9564103 0.9358974 0.974359
## 1798 0.8203 0.9564103 0.9358974 0.974359
## 1799 0.8202 0.9564103 0.9358974 0.974359
## 1800 0.8201 0.9564103 0.9358974 0.974359
## 1801 0.8200 0.9564103 0.9358974 0.974359
## 1802 0.8199 0.9564103 0.9358974 0.974359
## 1803 0.8198 0.9564103 0.9358974 0.974359
## 1804 0.8197 0.9564103 0.9358974 0.974359
## 1805 0.8196 0.9564103 0.9358974 0.974359
## 1806 0.8195 0.9564103 0.9358974 0.974359
## 1807 0.8194 0.9564103 0.9358974 0.974359
## 1808 0.8193 0.9564103 0.9358974 0.974359
## 1809 0.8192 0.9564103 0.9358974 0.974359
## 1810 0.8191 0.9564103 0.9358974 0.974359
## 1811 0.8190 0.9564103 0.9358974 0.974359
## 1812 0.8189 0.9564103 0.9358974 0.974359
## 1813 0.8188 0.9564103 0.9358974 0.974359
## 1814 0.8187 0.9564103 0.9358974 0.974359
## 1815 0.8186 0.9564103 0.9358974 0.974359
## 1816 0.8185 0.9564103 0.9358974 0.974359
## 1817 0.8184 0.9564103 0.9358974 0.974359
## 1818 0.8183 0.9564103 0.9358974 0.974359
## 1819 0.8182 0.9564103 0.9358974 0.974359
## 1820 0.8181 0.9564103 0.9358974 0.974359
## 1821 0.8180 0.9564103 0.9358974 0.974359
## 1822 0.8179 0.9564103 0.9358974 0.974359
## 1823 0.8178 0.9564103 0.9358974 0.974359
## 1824 0.8177 0.9564103 0.9358974 0.974359
## 1825 0.8176 0.9564103 0.9358974 0.974359
## 1826 0.8175 0.9564103 0.9358974 0.974359
## 1827 0.8174 0.9564103 0.9358974 0.974359
## 1828 0.8173 0.9564103 0.9358974 0.974359
## 1829 0.8172 0.9564103 0.9358974 0.974359
## 1830 0.8171 0.9564103 0.9358974 0.974359
## 1831 0.8170 0.9564103 0.9358974 0.974359
## 1832 0.8169 0.9564103 0.9358974 0.974359
## 1833 0.8168 0.9564103 0.9358974 0.974359
## 1834 0.8167 0.9564103 0.9358974 0.974359
## 1835 0.8166 0.9564103 0.9358974 0.974359
## 1836 0.8165 0.9564103 0.9358974 0.974359
## 1837 0.8164 0.9564103 0.9358974 0.974359
## 1838 0.8163 0.9564103 0.9358974 0.974359
## 1839 0.8162 0.9564103 0.9358974 0.974359
## 1840 0.8161 0.9564103 0.9358974 0.974359
## 1841 0.8160 0.9564103 0.9358974 0.974359
## 1842 0.8159 0.9564103 0.9358974 0.974359
## 1843 0.8158 0.9564103 0.9358974 0.974359
## 1844 0.8157 0.9564103 0.9358974 0.974359
## 1845 0.8156 0.9564103 0.9358974 0.974359
## 1846 0.8155 0.9564103 0.9358974 0.974359
## 1847 0.8154 0.9564103 0.9358974 0.974359
## 1848 0.8153 0.9564103 0.9358974 0.974359
## 1849 0.8152 0.9564103 0.9358974 0.974359
## 1850 0.8151 0.9564103 0.9358974 0.974359
## 1851 0.8150 0.9564103 0.9358974 0.974359
## 1852 0.8149 0.9564103 0.9358974 0.974359
## 1853 0.8148 0.9564103 0.9358974 0.974359
## 1854 0.8147 0.9564103 0.9358974 0.974359
## 1855 0.8146 0.9564103 0.9358974 0.974359
## 1856 0.8145 0.9564103 0.9358974 0.974359
## 1857 0.8144 0.9564103 0.9358974 0.974359
## 1858 0.8143 0.9564103 0.9358974 0.974359
## 1859 0.8142 0.9564103 0.9358974 0.974359
## 1860 0.8141 0.9564103 0.9358974 0.974359
## 1861 0.8140 0.9564103 0.9358974 0.974359
## 1862 0.8139 0.9564103 0.9358974 0.974359
## 1863 0.8138 0.9564103 0.9358974 0.974359
## 1864 0.8137 0.9564103 0.9358974 0.974359
## 1865 0.8136 0.9564103 0.9358974 0.974359
## 1866 0.8135 0.9564103 0.9358974 0.974359
## 1867 0.8134 0.9564103 0.9358974 0.974359
## 1868 0.8133 0.9564103 0.9358974 0.974359
## 1869 0.8132 0.9564103 0.9358974 0.974359
## 1870 0.8131 0.9564103 0.9358974 0.974359
## 1871 0.8130 0.9564103 0.9358974 0.974359
## 1872 0.8129 0.9564103 0.9358974 0.974359
## 1873 0.8128 0.9564103 0.9358974 0.974359
## 1874 0.8127 0.9564103 0.9358974 0.974359
## 1875 0.8126 0.9564103 0.9358974 0.974359
## 1876 0.8125 0.9564103 0.9358974 0.974359
## 1877 0.8124 0.9564103 0.9358974 0.974359
## 1878 0.8123 0.9564103 0.9358974 0.974359
## 1879 0.8122 0.9564103 0.9358974 0.974359
## 1880 0.8121 0.9564103 0.9358974 0.974359
## 1881 0.8120 0.9564103 0.9358974 0.974359
## 1882 0.8119 0.9564103 0.9358974 0.974359
## 1883 0.8118 0.9564103 0.9358974 0.974359
## 1884 0.8117 0.9564103 0.9358974 0.974359
## 1885 0.8116 0.9564103 0.9358974 0.974359
## 1886 0.8115 0.9564103 0.9358974 0.974359
## 1887 0.8114 0.9564103 0.9358974 0.974359
## 1888 0.8113 0.9564103 0.9358974 0.974359
## 1889 0.8112 0.9564103 0.9358974 0.974359
## 1890 0.8111 0.9564103 0.9358974 0.974359
## 1891 0.8110 0.9564103 0.9358974 0.974359
## 1892 0.8109 0.9564103 0.9358974 0.974359
## 1893 0.8108 0.9564103 0.9358974 0.974359
## 1894 0.8107 0.9564103 0.9358974 0.974359
## 1895 0.8106 0.9564103 0.9358974 0.974359
## 1896 0.8105 0.9564103 0.9358974 0.974359
## 1897 0.8104 0.9564103 0.9358974 0.974359
## 1898 0.8103 0.9564103 0.9358974 0.974359
## 1899 0.8102 0.9564103 0.9358974 0.974359
## 1900 0.8101 0.9564103 0.9358974 0.974359
## 1901 0.8100 0.9564103 0.9358974 0.974359
## 1902 0.8099 0.9564103 0.9358974 0.974359
## 1903 0.8098 0.9564103 0.9358974 0.974359
## 1904 0.8097 0.9564103 0.9358974 0.974359
## 1905 0.8096 0.9564103 0.9358974 0.974359
## 1906 0.8095 0.9564103 0.9358974 0.974359
## 1907 0.8094 0.9564103 0.9358974 0.974359
## 1908 0.8093 0.9564103 0.9358974 0.974359
## 1909 0.8092 0.9564103 0.9358974 0.974359
## 1910 0.8091 0.9564103 0.9358974 0.974359
## 1911 0.8090 0.9564103 0.9358974 0.974359
## 1912 0.8089 0.9564103 0.9358974 0.974359
## 1913 0.8088 0.9564103 0.9358974 0.974359
## 1914 0.8087 0.9564103 0.9358974 0.974359
## 1915 0.8086 0.9564103 0.9358974 0.974359
## 1916 0.8085 0.9564103 0.9358974 0.974359
## 1917 0.8084 0.9564103 0.9358974 0.974359
## 1918 0.8083 0.9564103 0.9358974 0.974359
## 1919 0.8082 0.9564103 0.9358974 0.974359
## 1920 0.8081 0.9564103 0.9358974 0.974359
## 1921 0.8080 0.9564103 0.9358974 0.974359
## 1922 0.8079 0.9564103 0.9358974 0.974359
## 1923 0.8078 0.9564103 0.9358974 0.974359
## 1924 0.8077 0.9564103 0.9358974 0.974359
## 1925 0.8076 0.9564103 0.9358974 0.974359
## 1926 0.8075 0.9564103 0.9358974 0.974359
## 1927 0.8074 0.9564103 0.9358974 0.974359
## 1928 0.8073 0.9564103 0.9358974 0.974359
## 1929 0.8072 0.9564103 0.9358974 0.974359
## 1930 0.8071 0.9564103 0.9358974 0.974359
## 1931 0.8070 0.9564103 0.9358974 0.974359
## 1932 0.8069 0.9564103 0.9358974 0.974359
## 1933 0.8068 0.9564103 0.9358974 0.974359
## 1934 0.8067 0.9564103 0.9358974 0.974359
## 1935 0.8066 0.9564103 0.9358974 0.974359
## 1936 0.8065 0.9564103 0.9358974 0.974359
## 1937 0.8064 0.9564103 0.9358974 0.974359
## 1938 0.8063 0.9564103 0.9358974 0.974359
## 1939 0.8062 0.9564103 0.9358974 0.974359
## 1940 0.8061 0.9564103 0.9358974 0.974359
## 1941 0.8060 0.9564103 0.9358974 0.974359
## 1942 0.8059 0.9564103 0.9358974 0.974359
## 1943 0.8058 0.9564103 0.9358974 0.974359
## 1944 0.8057 0.9564103 0.9358974 0.974359
## 1945 0.8056 0.9564103 0.9358974 0.974359
## 1946 0.8055 0.9564103 0.9358974 0.974359
## 1947 0.8054 0.9564103 0.9358974 0.974359
## 1948 0.8053 0.9564103 0.9358974 0.974359
## 1949 0.8052 0.9564103 0.9358974 0.974359
## 1950 0.8051 0.9564103 0.9358974 0.974359
## 1951 0.8050 0.9564103 0.9358974 0.974359
## 1952 0.8049 0.9564103 0.9358974 0.974359
## 1953 0.8048 0.9564103 0.9358974 0.974359
## 1954 0.8047 0.9564103 0.9358974 0.974359
## 1955 0.8046 0.9564103 0.9358974 0.974359
## 1956 0.8045 0.9564103 0.9358974 0.974359
## 1957 0.8044 0.9564103 0.9358974 0.974359
## 1958 0.8043 0.9564103 0.9358974 0.974359
## 1959 0.8042 0.9564103 0.9358974 0.974359
## 1960 0.8041 0.9564103 0.9358974 0.974359
## 1961 0.8040 0.9564103 0.9358974 0.974359
## 1962 0.8039 0.9564103 0.9358974 0.974359
## 1963 0.8038 0.9564103 0.9358974 0.974359
## 1964 0.8037 0.9564103 0.9358974 0.974359
## 1965 0.8036 0.9564103 0.9358974 0.974359
## 1966 0.8035 0.9564103 0.9358974 0.974359
## 1967 0.8034 0.9564103 0.9358974 0.974359
## 1968 0.8033 0.9564103 0.9358974 0.974359
## 1969 0.8032 0.9564103 0.9358974 0.974359
## 1970 0.8031 0.9564103 0.9358974 0.974359
## 1971 0.8030 0.9564103 0.9358974 0.974359
## 1972 0.8029 0.9564103 0.9358974 0.974359
## 1973 0.8028 0.9564103 0.9358974 0.974359
## 1974 0.8027 0.9564103 0.9358974 0.974359
## 1975 0.8026 0.9564103 0.9358974 0.974359
## 1976 0.8025 0.9564103 0.9358974 0.974359
## 1977 0.8024 0.9564103 0.9358974 0.974359
## 1978 0.8023 0.9564103 0.9358974 0.974359
## 1979 0.8022 0.9564103 0.9358974 0.974359
## 1980 0.8021 0.9564103 0.9358974 0.974359
## 1981 0.8020 0.9564103 0.9358974 0.974359
## 1982 0.8019 0.9564103 0.9358974 0.974359
## 1983 0.8018 0.9564103 0.9358974 0.974359
## 1984 0.8017 0.9564103 0.9358974 0.974359
## 1985 0.8016 0.9564103 0.9358974 0.974359
## 1986 0.8015 0.9564103 0.9358974 0.974359
## 1987 0.8014 0.9564103 0.9358974 0.974359
## 1988 0.8013 0.9564103 0.9358974 0.974359
## 1989 0.8012 0.9564103 0.9358974 0.974359
## 1990 0.8011 0.9564103 0.9358974 0.974359
## 1991 0.8010 0.9564103 0.9358974 0.974359
## 1992 0.8009 0.9564103 0.9358974 0.974359
## 1993 0.8008 0.9564103 0.9358974 0.974359
## 1994 0.8007 0.9564103 0.9358974 0.974359
## 1995 0.8006 0.9564103 0.9358974 0.974359
## 1996 0.8005 0.9564103 0.9358974 0.974359
## 1997 0.8004 0.9564103 0.9358974 0.974359
## 1998 0.8003 0.9564103 0.9358974 0.974359
## 1999 0.8002 0.9564103 0.9358974 0.974359
## 2000 0.8001 0.9564103 0.9358974 0.974359
## 2001 0.8000 0.9564103 0.9358974 0.974359
## 2002 0.7999 0.9564103 0.9358974 0.974359
## 2003 0.7998 0.9564103 0.9358974 0.974359
## 2004 0.7997 0.9564103 0.9358974 0.974359
## 2005 0.7996 0.9564103 0.9358974 0.974359
## 2006 0.7995 0.9564103 0.9358974 0.974359
## 2007 0.7994 0.9564103 0.9358974 0.974359
## 2008 0.7993 0.9564103 0.9358974 0.974359
## 2009 0.7992 0.9564103 0.9358974 0.974359
## 2010 0.7991 0.9564103 0.9358974 0.974359
## 2011 0.7990 0.9564103 0.9358974 0.974359
## 2012 0.7989 0.9564103 0.9358974 0.974359
## 2013 0.7988 0.9564103 0.9358974 0.974359
## 2014 0.7987 0.9564103 0.9358974 0.974359
## 2015 0.7986 0.9564103 0.9358974 0.974359
## 2016 0.7985 0.9564103 0.9358974 0.974359
## 2017 0.7984 0.9564103 0.9358974 0.974359
## 2018 0.7983 0.9564103 0.9358974 0.974359
## 2019 0.7982 0.9564103 0.9358974 0.974359
## 2020 0.7981 0.9564103 0.9358974 0.974359
## 2021 0.7980 0.9564103 0.9358974 0.974359
## 2022 0.7979 0.9564103 0.9358974 0.974359
## 2023 0.7978 0.9564103 0.9358974 0.974359
## 2024 0.7977 0.9564103 0.9358974 0.974359
## 2025 0.7976 0.9564103 0.9358974 0.974359
## 2026 0.7975 0.9564103 0.9358974 0.974359
## 2027 0.7974 0.9564103 0.9358974 0.974359
## 2028 0.7973 0.9564103 0.9358974 0.974359
## 2029 0.7972 0.9564103 0.9358974 0.974359
## 2030 0.7971 0.9564103 0.9358974 0.974359
## 2031 0.7970 0.9564103 0.9358974 0.974359
## 2032 0.7969 0.9564103 0.9358974 0.974359
## 2033 0.7968 0.9564103 0.9358974 0.974359
## 2034 0.7967 0.9564103 0.9358974 0.974359
## 2035 0.7966 0.9564103 0.9358974 0.974359
## 2036 0.7965 0.9564103 0.9358974 0.974359
## 2037 0.7964 0.9564103 0.9358974 0.974359
## 2038 0.7963 0.9564103 0.9358974 0.974359
## 2039 0.7962 0.9564103 0.9358974 0.974359
## 2040 0.7961 0.9564103 0.9358974 0.974359
## 2041 0.7960 0.9564103 0.9358974 0.974359
## 2042 0.7959 0.9564103 0.9358974 0.974359
## 2043 0.7958 0.9564103 0.9358974 0.974359
## 2044 0.7957 0.9564103 0.9358974 0.974359
## 2045 0.7956 0.9564103 0.9358974 0.974359
## 2046 0.7955 0.9564103 0.9358974 0.974359
## 2047 0.7954 0.9564103 0.9358974 0.974359
## 2048 0.7953 0.9564103 0.9358974 0.974359
## 2049 0.7952 0.9564103 0.9358974 0.974359
## 2050 0.7951 0.9564103 0.9358974 0.974359
## 2051 0.7950 0.9564103 0.9358974 0.974359
## 2052 0.7949 0.9564103 0.9358974 0.974359
## 2053 0.7948 0.9564103 0.9358974 0.974359
## 2054 0.7947 0.9564103 0.9358974 0.974359
## 2055 0.7946 0.9564103 0.9358974 0.974359
## 2056 0.7945 0.9564103 0.9358974 0.974359
## 2057 0.7944 0.9564103 0.9358974 0.974359
## 2058 0.7943 0.9564103 0.9358974 0.974359
## 2059 0.7942 0.9564103 0.9358974 0.974359
## 2060 0.7941 0.9564103 0.9358974 0.974359
## 2061 0.7940 0.9564103 0.9358974 0.974359
## 2062 0.7939 0.9564103 0.9358974 0.974359
## 2063 0.7938 0.9564103 0.9358974 0.974359
## 2064 0.7937 0.9564103 0.9358974 0.974359
## 2065 0.7936 0.9564103 0.9358974 0.974359
## 2066 0.7935 0.9564103 0.9358974 0.974359
## 2067 0.7934 0.9564103 0.9358974 0.974359
## 2068 0.7933 0.9564103 0.9358974 0.974359
## 2069 0.7932 0.9564103 0.9358974 0.974359
## 2070 0.7931 0.9564103 0.9358974 0.974359
## 2071 0.7930 0.9564103 0.9358974 0.974359
## 2072 0.7929 0.9564103 0.9358974 0.974359
## 2073 0.7928 0.9564103 0.9358974 0.974359
## 2074 0.7927 0.9564103 0.9358974 0.974359
## 2075 0.7926 0.9564103 0.9358974 0.974359
## 2076 0.7925 0.9564103 0.9358974 0.974359
## 2077 0.7924 0.9564103 0.9358974 0.974359
## 2078 0.7923 0.9564103 0.9358974 0.974359
## 2079 0.7922 0.9564103 0.9358974 0.974359
## 2080 0.7921 0.9564103 0.9358974 0.974359
## 2081 0.7920 0.9564103 0.9358974 0.974359
## 2082 0.7919 0.9564103 0.9358974 0.974359
## 2083 0.7918 0.9564103 0.9358974 0.974359
## 2084 0.7917 0.9564103 0.9358974 0.974359
## 2085 0.7916 0.9564103 0.9358974 0.974359
## 2086 0.7915 0.9564103 0.9358974 0.974359
## 2087 0.7914 0.9564103 0.9358974 0.974359
## 2088 0.7913 0.9564103 0.9358974 0.974359
## 2089 0.7912 0.9564103 0.9358974 0.974359
## 2090 0.7911 0.9564103 0.9358974 0.974359
## 2091 0.7910 0.9564103 0.9358974 0.974359
## 2092 0.7909 0.9564103 0.9358974 0.974359
## 2093 0.7908 0.9564103 0.9358974 0.974359
## 2094 0.7907 0.9564103 0.9358974 0.974359
## 2095 0.7906 0.9564103 0.9358974 0.974359
## 2096 0.7905 0.9564103 0.9358974 0.974359
## 2097 0.7904 0.9564103 0.9358974 0.974359
## 2098 0.7903 0.9564103 0.9358974 0.974359
## 2099 0.7902 0.9564103 0.9358974 0.974359
## 2100 0.7901 0.9564103 0.9358974 0.974359
## 2101 0.7900 0.9564103 0.9358974 0.974359
## 2102 0.7899 0.9564103 0.9358974 0.974359
## 2103 0.7898 0.9564103 0.9358974 0.974359
## 2104 0.7897 0.9564103 0.9358974 0.974359
## 2105 0.7896 0.9564103 0.9358974 0.974359
## 2106 0.7895 0.9564103 0.9358974 0.974359
## 2107 0.7894 0.9564103 0.9358974 0.974359
## 2108 0.7893 0.9564103 0.9358974 0.974359
## 2109 0.7892 0.9564103 0.9358974 0.974359
## 2110 0.7891 0.9564103 0.9358974 0.974359
## 2111 0.7890 0.9564103 0.9358974 0.974359
## 2112 0.7889 0.9564103 0.9358974 0.974359
## 2113 0.7888 0.9564103 0.9358974 0.974359
## 2114 0.7887 0.9564103 0.9358974 0.974359
## 2115 0.7886 0.9564103 0.9358974 0.974359
## 2116 0.7885 0.9564103 0.9358974 0.974359
## 2117 0.7884 0.9564103 0.9358974 0.974359
## 2118 0.7883 0.9564103 0.9358974 0.974359
## 2119 0.7882 0.9564103 0.9358974 0.974359
## 2120 0.7881 0.9564103 0.9358974 0.974359
## 2121 0.7880 0.9564103 0.9358974 0.974359
## 2122 0.7879 0.9564103 0.9358974 0.974359
## 2123 0.7878 0.9564103 0.9358974 0.974359
## 2124 0.7877 0.9564103 0.9358974 0.974359
## 2125 0.7876 0.9564103 0.9358974 0.974359
## 2126 0.7875 0.9564103 0.9358974 0.974359
## 2127 0.7874 0.9564103 0.9358974 0.974359
## 2128 0.7873 0.9564103 0.9358974 0.974359
## 2129 0.7872 0.9564103 0.9358974 0.974359
## 2130 0.7871 0.9564103 0.9358974 0.974359
## 2131 0.7870 0.9564103 0.9358974 0.974359
## 2132 0.7869 0.9564103 0.9358974 0.974359
## 2133 0.7868 0.9564103 0.9358974 0.974359
## 2134 0.7867 0.9564103 0.9358974 0.974359
## 2135 0.7866 0.9564103 0.9358974 0.974359
## 2136 0.7865 0.9564103 0.9358974 0.974359
## 2137 0.7864 0.9564103 0.9358974 0.974359
## 2138 0.7863 0.9564103 0.9358974 0.974359
## 2139 0.7862 0.9564103 0.9358974 0.974359
## 2140 0.7861 0.9564103 0.9358974 0.974359
## 2141 0.7860 0.9564103 0.9358974 0.974359
## 2142 0.7859 0.9564103 0.9358974 0.974359
## 2143 0.7858 0.9564103 0.9358974 0.974359
## 2144 0.7857 0.9564103 0.9358974 0.974359
## 2145 0.7856 0.9564103 0.9358974 0.974359
## 2146 0.7855 0.9564103 0.9358974 0.974359
## 2147 0.7854 0.9564103 0.9358974 0.974359
## 2148 0.7853 0.9564103 0.9358974 0.974359
## 2149 0.7852 0.9564103 0.9358974 0.974359
## 2150 0.7851 0.9564103 0.9358974 0.974359
## 2151 0.7850 0.9564103 0.9358974 0.974359
## 2152 0.7849 0.9564103 0.9358974 0.974359
## 2153 0.7848 0.9564103 0.9358974 0.974359
## 2154 0.7847 0.9564103 0.9358974 0.974359
## 2155 0.7846 0.9564103 0.9358974 0.974359
## 2156 0.7845 0.9564103 0.9358974 0.974359
## 2157 0.7844 0.9564103 0.9358974 0.974359
## 2158 0.7843 0.9564103 0.9358974 0.974359
## 2159 0.7842 0.9564103 0.9358974 0.974359
## 2160 0.7841 0.9564103 0.9358974 0.974359
## 2161 0.7840 0.9564103 0.9358974 0.974359
## 2162 0.7839 0.9564103 0.9358974 0.974359
## 2163 0.7838 0.9564103 0.9358974 0.974359
## 2164 0.7837 0.9564103 0.9358974 0.974359
## 2165 0.7836 0.9564103 0.9358974 0.974359
## 2166 0.7835 0.9564103 0.9358974 0.974359
## 2167 0.7834 0.9564103 0.9358974 0.974359
## 2168 0.7833 0.9564103 0.9358974 0.974359
## 2169 0.7832 0.9564103 0.9358974 0.974359
## 2170 0.7831 0.9564103 0.9358974 0.974359
## 2171 0.7830 0.9564103 0.9358974 0.974359
## 2172 0.7829 0.9564103 0.9358974 0.974359
## 2173 0.7828 0.9564103 0.9358974 0.974359
## 2174 0.7827 0.9564103 0.9358974 0.974359
## 2175 0.7826 0.9564103 0.9358974 0.974359
## 2176 0.7825 0.9564103 0.9358974 0.974359
## 2177 0.7824 0.9564103 0.9358974 0.974359
## 2178 0.7823 0.9564103 0.9358974 0.974359
## 2179 0.7822 0.9564103 0.9358974 0.974359
## 2180 0.7821 0.9564103 0.9358974 0.974359
## 2181 0.7820 0.9564103 0.9358974 0.974359
## 2182 0.7819 0.9564103 0.9358974 0.974359
## 2183 0.7818 0.9564103 0.9358974 0.974359
## 2184 0.7817 0.9564103 0.9358974 0.974359
## 2185 0.7816 0.9564103 0.9358974 0.974359
## 2186 0.7815 0.9564103 0.9358974 0.974359
## 2187 0.7814 0.9564103 0.9358974 0.974359
## 2188 0.7813 0.9564103 0.9358974 0.974359
## 2189 0.7812 0.9564103 0.9358974 0.974359
## 2190 0.7811 0.9564103 0.9358974 0.974359
## 2191 0.7810 0.9564103 0.9358974 0.974359
## 2192 0.7809 0.9564103 0.9358974 0.974359
## 2193 0.7808 0.9564103 0.9358974 0.974359
## 2194 0.7807 0.9564103 0.9358974 0.974359
## 2195 0.7806 0.9564103 0.9358974 0.974359
## 2196 0.7805 0.9564103 0.9358974 0.974359
## 2197 0.7804 0.9564103 0.9358974 0.974359
## 2198 0.7803 0.9564103 0.9358974 0.974359
## 2199 0.7802 0.9564103 0.9358974 0.974359
## 2200 0.7801 0.9564103 0.9358974 0.974359
## 2201 0.7800 0.9564103 0.9358974 0.974359
## 2202 0.7799 0.9564103 0.9358974 0.974359
## 2203 0.7798 0.9564103 0.9358974 0.974359
## 2204 0.7797 0.9564103 0.9358974 0.974359
## 2205 0.7796 0.9564103 0.9358974 0.974359
## 2206 0.7795 0.9564103 0.9358974 0.974359
## 2207 0.7794 0.9564103 0.9358974 0.974359
## 2208 0.7793 0.9564103 0.9358974 0.974359
## 2209 0.7792 0.9564103 0.9358974 0.974359
## 2210 0.7791 0.9564103 0.9358974 0.974359
## 2211 0.7790 0.9564103 0.9358974 0.974359
## 2212 0.7789 0.9564103 0.9358974 0.974359
## 2213 0.7788 0.9564103 0.9358974 0.974359
## 2214 0.7787 0.9564103 0.9358974 0.974359
## 2215 0.7786 0.9564103 0.9358974 0.974359
## 2216 0.7785 0.9564103 0.9358974 0.974359
## 2217 0.7784 0.9564103 0.9358974 0.974359
## 2218 0.7783 0.9564103 0.9358974 0.974359
## 2219 0.7782 0.9564103 0.9358974 0.974359
## 2220 0.7781 0.9564103 0.9358974 0.974359
## 2221 0.7780 0.9564103 0.9358974 0.974359
## 2222 0.7779 0.9564103 0.9358974 0.974359
## 2223 0.7778 0.9564103 0.9358974 0.974359
## 2224 0.7777 0.9564103 0.9358974 0.974359
## 2225 0.7776 0.9564103 0.9358974 0.974359
## 2226 0.7775 0.9564103 0.9358974 0.974359
## 2227 0.7774 0.9564103 0.9358974 0.974359
## 2228 0.7773 0.9564103 0.9358974 0.974359
## 2229 0.7772 0.9564103 0.9358974 0.974359
## 2230 0.7771 0.9564103 0.9358974 0.974359
## 2231 0.7770 0.9564103 0.9358974 0.974359
## 2232 0.7769 0.9564103 0.9358974 0.974359
## 2233 0.7768 0.9564103 0.9358974 0.974359
## 2234 0.7767 0.9564103 0.9358974 0.974359
## 2235 0.7766 0.9564103 0.9358974 0.974359
## 2236 0.7765 0.9564103 0.9358974 0.974359
## 2237 0.7764 0.9564103 0.9358974 0.974359
## 2238 0.7763 0.9564103 0.9358974 0.974359
## 2239 0.7762 0.9564103 0.9358974 0.974359
## 2240 0.7761 0.9564103 0.9358974 0.974359
## 2241 0.7760 0.9564103 0.9358974 0.974359
## 2242 0.7759 0.9564103 0.9358974 0.974359
## 2243 0.7758 0.9564103 0.9358974 0.974359
## 2244 0.7757 0.9564103 0.9358974 0.974359
## 2245 0.7756 0.9564103 0.9358974 0.974359
## 2246 0.7755 0.9564103 0.9358974 0.974359
## 2247 0.7754 0.9564103 0.9358974 0.974359
## 2248 0.7753 0.9564103 0.9358974 0.974359
## 2249 0.7752 0.9564103 0.9358974 0.974359
## 2250 0.7751 0.9564103 0.9358974 0.974359
## 2251 0.7750 0.9564103 0.9358974 0.974359
## 2252 0.7749 0.9564103 0.9358974 0.974359
## 2253 0.7748 0.9564103 0.9358974 0.974359
## 2254 0.7747 0.9564103 0.9358974 0.974359
## 2255 0.7746 0.9564103 0.9358974 0.974359
## 2256 0.7745 0.9564103 0.9358974 0.974359
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## 2905 0.7096 0.9564103 0.9358974 0.974359
## 2906 0.7095 0.9564103 0.9358974 0.974359
## 2907 0.7094 0.9564103 0.9358974 0.974359
## 2908 0.7093 0.9564103 0.9358974 0.974359
## 2909 0.7092 0.9564103 0.9358974 0.974359
## 2910 0.7091 0.9564103 0.9358974 0.974359
## 2911 0.7090 0.9564103 0.9358974 0.974359
## 2912 0.7089 0.9564103 0.9358974 0.974359
## 2913 0.7088 0.9564103 0.9358974 0.974359
## 2914 0.7087 0.9564103 0.9358974 0.974359
## 2915 0.7086 0.9564103 0.9358974 0.974359
## 2916 0.7085 0.9564103 0.9358974 0.974359
## 2917 0.7084 0.9564103 0.9358974 0.974359
## 2918 0.7083 0.9564103 0.9358974 0.974359
## 2919 0.7082 0.9564103 0.9358974 0.974359
## 2920 0.7081 0.9564103 0.9358974 0.974359
## 2921 0.7080 0.9564103 0.9358974 0.974359
## 2922 0.7079 0.9564103 0.9358974 0.974359
## 2923 0.7078 0.9564103 0.9358974 0.974359
## 2924 0.7077 0.9564103 0.9358974 0.974359
## 2925 0.7076 0.9564103 0.9358974 0.974359
## 2926 0.7075 0.9564103 0.9358974 0.974359
## 2927 0.7074 0.9564103 0.9358974 0.974359
## 2928 0.7073 0.9564103 0.9358974 0.974359
## 2929 0.7072 0.9564103 0.9358974 0.974359
## 2930 0.7071 0.9564103 0.9358974 0.974359
## 2931 0.7070 0.9564103 0.9358974 0.974359
## 2932 0.7069 0.9564103 0.9358974 0.974359
## 2933 0.7068 0.9564103 0.9358974 0.974359
## 2934 0.7067 0.9564103 0.9358974 0.974359
## 2935 0.7066 0.9564103 0.9358974 0.974359
## 2936 0.7065 0.9564103 0.9358974 0.974359
## 2937 0.7064 0.9564103 0.9358974 0.974359
## 2938 0.7063 0.9564103 0.9358974 0.974359
## 2939 0.7062 0.9564103 0.9358974 0.974359
## 2940 0.7061 0.9564103 0.9358974 0.974359
## 2941 0.7060 0.9564103 0.9358974 0.974359
## 2942 0.7059 0.9564103 0.9358974 0.974359
## 2943 0.7058 0.9564103 0.9358974 0.974359
## 2944 0.7057 0.9564103 0.9358974 0.974359
## 2945 0.7056 0.9564103 0.9358974 0.974359
## 2946 0.7055 0.9564103 0.9358974 0.974359
## 2947 0.7054 0.9564103 0.9358974 0.974359
## 2948 0.7053 0.9564103 0.9358974 0.974359
## 2949 0.7052 0.9564103 0.9358974 0.974359
## 2950 0.7051 0.9564103 0.9358974 0.974359
## 2951 0.7050 0.9564103 0.9358974 0.974359
## 2952 0.7049 0.9564103 0.9358974 0.974359
## 2953 0.7048 0.9564103 0.9358974 0.974359
## 2954 0.7047 0.9564103 0.9358974 0.974359
## 2955 0.7046 0.9564103 0.9358974 0.974359
## 2956 0.7045 0.9564103 0.9358974 0.974359
## 2957 0.7044 0.9564103 0.9358974 0.974359
## 2958 0.7043 0.9564103 0.9358974 0.974359
## 2959 0.7042 0.9564103 0.9358974 0.974359
## 2960 0.7041 0.9564103 0.9358974 0.974359
## 2961 0.7040 0.9564103 0.9358974 0.974359
## 2962 0.7039 0.9564103 0.9358974 0.974359
## 2963 0.7038 0.9564103 0.9358974 0.974359
## 2964 0.7037 0.9564103 0.9358974 0.974359
## 2965 0.7036 0.9564103 0.9358974 0.974359
## 2966 0.7035 0.9564103 0.9358974 0.974359
## 2967 0.7034 0.9564103 0.9358974 0.974359
## 2968 0.7033 0.9564103 0.9358974 0.974359
## 2969 0.7032 0.9564103 0.9358974 0.974359
## 2970 0.7031 0.9564103 0.9358974 0.974359
## 2971 0.7030 0.9564103 0.9358974 0.974359
## 2972 0.7029 0.9564103 0.9358974 0.974359
## 2973 0.7028 0.9564103 0.9358974 0.974359
## 2974 0.7027 0.9564103 0.9358974 0.974359
## 2975 0.7026 0.9564103 0.9358974 0.974359
## 2976 0.7025 0.9564103 0.9358974 0.974359
## 2977 0.7024 0.9564103 0.9358974 0.974359
## 2978 0.7023 0.9564103 0.9358974 0.974359
## 2979 0.7022 0.9564103 0.9358974 0.974359
## 2980 0.7021 0.9564103 0.9358974 0.974359
## 2981 0.7020 0.9564103 0.9358974 0.974359
## 2982 0.7019 0.9564103 0.9358974 0.974359
## 2983 0.7018 0.9564103 0.9358974 0.974359
## 2984 0.7017 0.9564103 0.9358974 0.974359
## 2985 0.7016 0.9564103 0.9358974 0.974359
## 2986 0.7015 0.9564103 0.9358974 0.974359
## 2987 0.7014 0.9564103 0.9358974 0.974359
## 2988 0.7013 0.9564103 0.9358974 0.974359
## 2989 0.7012 0.9564103 0.9358974 0.974359
## 2990 0.7011 0.9564103 0.9358974 0.974359
## 2991 0.7010 0.9564103 0.9358974 0.974359
## 2992 0.7009 0.9564103 0.9358974 0.974359
## 2993 0.7008 0.9564103 0.9358974 0.974359
## 2994 0.7007 0.9564103 0.9358974 0.974359
## 2995 0.7006 0.9564103 0.9358974 0.974359
## 2996 0.7005 0.9564103 0.9358974 0.974359
## 2997 0.7004 0.9564103 0.9358974 0.974359
## 2998 0.7003 0.9564103 0.9358974 0.974359
## 2999 0.7002 0.9564103 0.9358974 0.974359
## 3000 0.7001 0.9564103 0.9358974 0.974359
## 3001 0.7000 0.9564103 0.9358974 0.974359
## 3002 0.6999 0.9564103 0.9358974 0.974359
## 3003 0.6998 0.9564103 0.9358974 0.974359
## 3004 0.6997 0.9564103 0.9358974 0.974359
## 3005 0.6996 0.9564103 0.9358974 0.974359
## 3006 0.6995 0.9564103 0.9358974 0.974359
## 3007 0.6994 0.9564103 0.9358974 0.974359
## 3008 0.6993 0.9564103 0.9358974 0.974359
## 3009 0.6992 0.9564103 0.9358974 0.974359
## 3010 0.6991 0.9564103 0.9358974 0.974359
## 3011 0.6990 0.9564103 0.9358974 0.974359
## 3012 0.6989 0.9564103 0.9358974 0.974359
## 3013 0.6988 0.9564103 0.9358974 0.974359
## 3014 0.6987 0.9564103 0.9358974 0.974359
## 3015 0.6986 0.9564103 0.9358974 0.974359
## 3016 0.6985 0.9564103 0.9358974 0.974359
## 3017 0.6984 0.9564103 0.9358974 0.974359
## 3018 0.6983 0.9564103 0.9358974 0.974359
## 3019 0.6982 0.9564103 0.9358974 0.974359
## 3020 0.6981 0.9564103 0.9358974 0.974359
## 3021 0.6980 0.9564103 0.9358974 0.974359
## 3022 0.6979 0.9564103 0.9358974 0.974359
## 3023 0.6978 0.9564103 0.9358974 0.974359
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## 3025 0.6976 0.9564103 0.9358974 0.974359
## 3026 0.6975 0.9564103 0.9358974 0.974359
## 3027 0.6974 0.9564103 0.9358974 0.974359
## 3028 0.6973 0.9564103 0.9358974 0.974359
## 3029 0.6972 0.9564103 0.9358974 0.974359
## 3030 0.6971 0.9564103 0.9358974 0.974359
## 3031 0.6970 0.9564103 0.9358974 0.974359
## 3032 0.6969 0.9564103 0.9358974 0.974359
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## 3041 0.6960 0.9564103 0.9358974 0.974359
## 3042 0.6959 0.9564103 0.9358974 0.974359
## 3043 0.6958 0.9564103 0.9358974 0.974359
## 3044 0.6957 0.9564103 0.9358974 0.974359
## 3045 0.6956 0.9564103 0.9358974 0.974359
## 3046 0.6955 0.9564103 0.9358974 0.974359
## 3047 0.6954 0.9564103 0.9358974 0.974359
## 3048 0.6953 0.9564103 0.9358974 0.974359
## 3049 0.6952 0.9564103 0.9358974 0.974359
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## 3051 0.6950 0.9564103 0.9358974 0.974359
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## 3053 0.6948 0.9564103 0.9358974 0.974359
## 3054 0.6947 0.9564103 0.9358974 0.974359
## 3055 0.6946 0.9564103 0.9358974 0.974359
## 3056 0.6945 0.9564103 0.9358974 0.974359
## 3057 0.6944 0.9564103 0.9358974 0.974359
## 3058 0.6943 0.9564103 0.9358974 0.974359
## 3059 0.6942 0.9564103 0.9358974 0.974359
## 3060 0.6941 0.9564103 0.9358974 0.974359
## 3061 0.6940 0.9564103 0.9358974 0.974359
## 3062 0.6939 0.9564103 0.9358974 0.974359
## 3063 0.6938 0.9564103 0.9358974 0.974359
## 3064 0.6937 0.9564103 0.9358974 0.974359
## 3065 0.6936 0.9564103 0.9358974 0.974359
## 3066 0.6935 0.9564103 0.9358974 0.974359
## 3067 0.6934 0.9564103 0.9358974 0.974359
## 3068 0.6933 0.9564103 0.9358974 0.974359
## 3069 0.6932 0.9564103 0.9358974 0.974359
## 3070 0.6931 0.9564103 0.9358974 0.974359
## 3071 0.6930 0.9564103 0.9358974 0.974359
## 3072 0.6929 0.9564103 0.9358974 0.974359
## 3073 0.6928 0.9564103 0.9358974 0.974359
## 3074 0.6927 0.9564103 0.9358974 0.974359
## 3075 0.6926 0.9564103 0.9358974 0.974359
## 3076 0.6925 0.9564103 0.9358974 0.974359
## 3077 0.6924 0.9564103 0.9358974 0.974359
## 3078 0.6923 0.9564103 0.9358974 0.974359
## 3079 0.6922 0.9564103 0.9358974 0.974359
## 3080 0.6921 0.9564103 0.9358974 0.974359
## 3081 0.6920 0.9564103 0.9358974 0.974359
## 3082 0.6919 0.9564103 0.9358974 0.974359
## 3083 0.6918 0.9564103 0.9358974 0.974359
## 3084 0.6917 0.9564103 0.9358974 0.974359
## 3085 0.6916 0.9564103 0.9358974 0.974359
## 3086 0.6915 0.9564103 0.9358974 0.974359
## 3087 0.6914 0.9564103 0.9358974 0.974359
## 3088 0.6913 0.9564103 0.9358974 0.974359
## 3089 0.6912 0.9564103 0.9358974 0.974359
## 3090 0.6911 0.9564103 0.9358974 0.974359
## 3091 0.6910 0.9564103 0.9358974 0.974359
## 3092 0.6909 0.9564103 0.9358974 0.974359
## 3093 0.6908 0.9564103 0.9358974 0.974359
## 3094 0.6907 0.9564103 0.9358974 0.974359
## 3095 0.6906 0.9564103 0.9358974 0.974359
## 3096 0.6905 0.9564103 0.9358974 0.974359
## 3097 0.6904 0.9564103 0.9358974 0.974359
## 3098 0.6903 0.9564103 0.9358974 0.974359
## 3099 0.6902 0.9564103 0.9358974 0.974359
## 3100 0.6901 0.9564103 0.9358974 0.974359
## 3101 0.6900 0.9564103 0.9358974 0.974359
## 3102 0.6899 0.9564103 0.9358974 0.974359
## 3103 0.6898 0.9564103 0.9358974 0.974359
## 3104 0.6897 0.9564103 0.9358974 0.974359
## 3105 0.6896 0.9564103 0.9358974 0.974359
## 3106 0.6895 0.9564103 0.9358974 0.974359
## 3107 0.6894 0.9564103 0.9358974 0.974359
## 3108 0.6893 0.9564103 0.9358974 0.974359
## 3109 0.6892 0.9564103 0.9358974 0.974359
## 3110 0.6891 0.9564103 0.9358974 0.974359
## 3111 0.6890 0.9564103 0.9358974 0.974359
## 3112 0.6889 0.9564103 0.9358974 0.974359
## 3113 0.6888 0.9564103 0.9358974 0.974359
## 3114 0.6887 0.9564103 0.9358974 0.974359
## 3115 0.6886 0.9564103 0.9358974 0.974359
## 3116 0.6885 0.9564103 0.9358974 0.974359
## 3117 0.6884 0.9564103 0.9358974 0.974359
## 3118 0.6883 0.9564103 0.9358974 0.974359
## 3119 0.6882 0.9564103 0.9358974 0.974359
## 3120 0.6881 0.9564103 0.9358974 0.974359
## 3121 0.6880 0.9564103 0.9358974 0.974359
## 3122 0.6879 0.9564103 0.9358974 0.974359
## 3123 0.6878 0.9564103 0.9358974 0.974359
## 3124 0.6877 0.9564103 0.9358974 0.974359
## 3125 0.6876 0.9564103 0.9358974 0.974359
## 3126 0.6875 0.9564103 0.9358974 0.974359
## 3127 0.6874 0.9564103 0.9358974 0.974359
## 3128 0.6873 0.9564103 0.9358974 0.974359
## 3129 0.6872 0.9564103 0.9358974 0.974359
## 3130 0.6871 0.9564103 0.9358974 0.974359
## 3131 0.6870 0.9564103 0.9358974 0.974359
## 3132 0.6869 0.9564103 0.9358974 0.974359
## 3133 0.6868 0.9564103 0.9358974 0.974359
## 3134 0.6867 0.9564103 0.9358974 0.974359
## 3135 0.6866 0.9564103 0.9358974 0.974359
## 3136 0.6865 0.9564103 0.9358974 0.974359
## 3137 0.6864 0.9564103 0.9358974 0.974359
## 3138 0.6863 0.9564103 0.9358974 0.974359
## 3139 0.6862 0.9564103 0.9358974 0.974359
## 3140 0.6861 0.9564103 0.9358974 0.974359
## 3141 0.6860 0.9564103 0.9358974 0.974359
## 3142 0.6859 0.9564103 0.9358974 0.974359
## 3143 0.6858 0.9564103 0.9358974 0.974359
## 3144 0.6857 0.9564103 0.9358974 0.974359
## 3145 0.6856 0.9564103 0.9358974 0.974359
## 3146 0.6855 0.9564103 0.9358974 0.974359
## 3147 0.6854 0.9564103 0.9358974 0.974359
## 3148 0.6853 0.9564103 0.9358974 0.974359
## 3149 0.6852 0.9564103 0.9358974 0.974359
## 3150 0.6851 0.9564103 0.9358974 0.974359
## 3151 0.6850 0.9564103 0.9358974 0.974359
## 3152 0.6849 0.9564103 0.9358974 0.974359
## 3153 0.6848 0.9564103 0.9358974 0.974359
## 3154 0.6847 0.9564103 0.9358974 0.974359
## 3155 0.6846 0.9564103 0.9358974 0.974359
## 3156 0.6845 0.9564103 0.9358974 0.974359
## 3157 0.6844 0.9564103 0.9358974 0.974359
## 3158 0.6843 0.9564103 0.9358974 0.974359
## 3159 0.6842 0.9564103 0.9358974 0.974359
## 3160 0.6841 0.9564103 0.9358974 0.974359
## 3161 0.6840 0.9564103 0.9358974 0.974359
## 3162 0.6839 0.9564103 0.9358974 0.974359
## 3163 0.6838 0.9564103 0.9358974 0.974359
## 3164 0.6837 0.9564103 0.9358974 0.974359
## 3165 0.6836 0.9564103 0.9358974 0.974359
## 3166 0.6835 0.9564103 0.9358974 0.974359
## 3167 0.6834 0.9564103 0.9358974 0.974359
## 3168 0.6833 0.9564103 0.9358974 0.974359
## 3169 0.6832 0.9564103 0.9358974 0.974359
## 3170 0.6831 0.9564103 0.9358974 0.974359
## 3171 0.6830 0.9564103 0.9358974 0.974359
## 3172 0.6829 0.9564103 0.9358974 0.974359
## 3173 0.6828 0.9564103 0.9358974 0.974359
## 3174 0.6827 0.9564103 0.9358974 0.974359
## 3175 0.6826 0.9564103 0.9358974 0.974359
## 3176 0.6825 0.9564103 0.9358974 0.974359
## 3177 0.6824 0.9564103 0.9358974 0.974359
## 3178 0.6823 0.9564103 0.9358974 0.974359
## 3179 0.6822 0.9564103 0.9358974 0.974359
## 3180 0.6821 0.9564103 0.9358974 0.974359
## 3181 0.6820 0.9564103 0.9358974 0.974359
## 3182 0.6819 0.9564103 0.9358974 0.974359
## 3183 0.6818 0.9564103 0.9358974 0.974359
## 3184 0.6817 0.9564103 0.9358974 0.974359
## 3185 0.6816 0.9564103 0.9358974 0.974359
## 3186 0.6815 0.9564103 0.9358974 0.974359
## 3187 0.6814 0.9564103 0.9358974 0.974359
## 3188 0.6813 0.9564103 0.9358974 0.974359
## 3189 0.6812 0.9564103 0.9358974 0.974359
## 3190 0.6811 0.9564103 0.9358974 0.974359
## 3191 0.6810 0.9564103 0.9358974 0.974359
## 3192 0.6809 0.9564103 0.9358974 0.974359
## 3193 0.6808 0.9564103 0.9358974 0.974359
## 3194 0.6807 0.9564103 0.9358974 0.974359
## 3195 0.6806 0.9564103 0.9358974 0.974359
## 3196 0.6805 0.9564103 0.9358974 0.974359
## 3197 0.6804 0.9564103 0.9358974 0.974359
## 3198 0.6803 0.9564103 0.9358974 0.974359
## 3199 0.6802 0.9564103 0.9358974 0.974359
## 3200 0.6801 0.9564103 0.9358974 0.974359
## 3201 0.6800 0.9564103 0.9358974 0.974359
## 3202 0.6799 0.9564103 0.9358974 0.974359
## 3203 0.6798 0.9564103 0.9358974 0.974359
## 3204 0.6797 0.9564103 0.9358974 0.974359
## 3205 0.6796 0.9564103 0.9358974 0.974359
## 3206 0.6795 0.9564103 0.9358974 0.974359
## 3207 0.6794 0.9564103 0.9358974 0.974359
## 3208 0.6793 0.9564103 0.9358974 0.974359
## 3209 0.6792 0.9564103 0.9358974 0.974359
## 3210 0.6791 0.9564103 0.9358974 0.974359
## 3211 0.6790 0.9564103 0.9358974 0.974359
## 3212 0.6789 0.9564103 0.9358974 0.974359
## 3213 0.6788 0.9564103 0.9358974 0.974359
## 3214 0.6787 0.9564103 0.9358974 0.974359
## 3215 0.6786 0.9564103 0.9358974 0.974359
## 3216 0.6785 0.9564103 0.9358974 0.974359
## 3217 0.6784 0.9564103 0.9358974 0.974359
## 3218 0.6783 0.9564103 0.9358974 0.974359
## 3219 0.6782 0.9564103 0.9358974 0.974359
## 3220 0.6781 0.9564103 0.9358974 0.974359
## 3221 0.6780 0.9564103 0.9358974 0.974359
## 3222 0.6779 0.9564103 0.9358974 0.974359
## 3223 0.6778 0.9564103 0.9358974 0.974359
## 3224 0.6777 0.9564103 0.9358974 0.974359
## 3225 0.6776 0.9564103 0.9358974 0.974359
## 3226 0.6775 0.9564103 0.9358974 0.974359
## 3227 0.6774 0.9564103 0.9358974 0.974359
## 3228 0.6773 0.9564103 0.9358974 0.974359
## 3229 0.6772 0.9564103 0.9358974 0.974359
## 3230 0.6771 0.9564103 0.9358974 0.974359
## 3231 0.6770 0.9564103 0.9358974 0.974359
## 3232 0.6769 0.9564103 0.9358974 0.974359
## 3233 0.6768 0.9564103 0.9358974 0.974359
## 3234 0.6767 0.9564103 0.9358974 0.974359
## 3235 0.6766 0.9564103 0.9358974 0.974359
## 3236 0.6765 0.9564103 0.9358974 0.974359
## 3237 0.6764 0.9564103 0.9358974 0.974359
## 3238 0.6763 0.9564103 0.9358974 0.974359
## 3239 0.6762 0.9564103 0.9358974 0.974359
## 3240 0.6761 0.9564103 0.9358974 0.974359
## 3241 0.6760 0.9564103 0.9358974 0.974359
## 3242 0.6759 0.9564103 0.9358974 0.974359
## 3243 0.6758 0.9564103 0.9358974 0.974359
## 3244 0.6757 0.9564103 0.9358974 0.974359
## 3245 0.6756 0.9564103 0.9358974 0.974359
## 3246 0.6755 0.9564103 0.9358974 0.974359
## 3247 0.6754 0.9564103 0.9358974 0.974359
## 3248 0.6753 0.9564103 0.9358974 0.974359
## 3249 0.6752 0.9564103 0.9358974 0.974359
## 3250 0.6751 0.9564103 0.9358974 0.974359
## 3251 0.6750 0.9564103 0.9358974 0.974359
## 3252 0.6749 0.9564103 0.9358974 0.974359
## 3253 0.6748 0.9564103 0.9358974 0.974359
## 3254 0.6747 0.9564103 0.9358974 0.974359
## 3255 0.6746 0.9564103 0.9358974 0.974359
## 3256 0.6745 0.9564103 0.9358974 0.974359
## 3257 0.6744 0.9564103 0.9358974 0.974359
## 3258 0.6743 0.9564103 0.9358974 0.974359
## 3259 0.6742 0.9564103 0.9358974 0.974359
## 3260 0.6741 0.9564103 0.9358974 0.974359
## 3261 0.6740 0.9564103 0.9358974 0.974359
## 3262 0.6739 0.9564103 0.9358974 0.974359
## 3263 0.6738 0.9564103 0.9358974 0.974359
## 3264 0.6737 0.9564103 0.9358974 0.974359
## 3265 0.6736 0.9564103 0.9358974 0.974359
## 3266 0.6735 0.9564103 0.9358974 0.974359
## 3267 0.6734 0.9564103 0.9358974 0.974359
## 3268 0.6733 0.9564103 0.9358974 0.974359
## 3269 0.6732 0.9564103 0.9358974 0.974359
## 3270 0.6731 0.9564103 0.9358974 0.974359
## 3271 0.6730 0.9564103 0.9358974 0.974359
## 3272 0.6729 0.9564103 0.9358974 0.974359
## 3273 0.6728 0.9564103 0.9358974 0.974359
## 3274 0.6727 0.9564103 0.9358974 0.974359
## 3275 0.6726 0.9564103 0.9358974 0.974359
## 3276 0.6725 0.9564103 0.9358974 0.974359
## 3277 0.6724 0.9564103 0.9358974 0.974359
## 3278 0.6723 0.9564103 0.9358974 0.974359
## 3279 0.6722 0.9564103 0.9358974 0.974359
## 3280 0.6721 0.9564103 0.9358974 0.974359
## 3281 0.6720 0.9564103 0.9358974 0.974359
## 3282 0.6719 0.9564103 0.9358974 0.974359
## 3283 0.6718 0.9564103 0.9358974 0.974359
## 3284 0.6717 0.9564103 0.9358974 0.974359
## 3285 0.6716 0.9564103 0.9358974 0.974359
## 3286 0.6715 0.9564103 0.9358974 0.974359
## 3287 0.6714 0.9564103 0.9358974 0.974359
## 3288 0.6713 0.9564103 0.9358974 0.974359
## 3289 0.6712 0.9564103 0.9358974 0.974359
## 3290 0.6711 0.9564103 0.9358974 0.974359
## 3291 0.6710 0.9564103 0.9358974 0.974359
## 3292 0.6709 0.9564103 0.9358974 0.974359
## 3293 0.6708 0.9564103 0.9358974 0.974359
## 3294 0.6707 0.9564103 0.9358974 0.974359
## 3295 0.6706 0.9564103 0.9358974 0.974359
## 3296 0.6705 0.9564103 0.9358974 0.974359
## 3297 0.6704 0.9564103 0.9358974 0.974359
## 3298 0.6703 0.9564103 0.9358974 0.974359
## 3299 0.6702 0.9564103 0.9358974 0.974359
## 3300 0.6701 0.9564103 0.9358974 0.974359
## 3301 0.6700 0.9564103 0.9358974 0.974359
## 3302 0.6699 0.9564103 0.9358974 0.974359
## 3303 0.6698 0.9564103 0.9358974 0.974359
## 3304 0.6697 0.9564103 0.9358974 0.974359
## 3305 0.6696 0.9564103 0.9358974 0.974359
## 3306 0.6695 0.9564103 0.9358974 0.974359
## 3307 0.6694 0.9564103 0.9358974 0.974359
## 3308 0.6693 0.9564103 0.9358974 0.974359
## 3309 0.6692 0.9564103 0.9358974 0.974359
## 3310 0.6691 0.9564103 0.9358974 0.974359
## 3311 0.6690 0.9564103 0.9358974 0.974359
## 3312 0.6689 0.9564103 0.9358974 0.974359
## 3313 0.6688 0.9564103 0.9358974 0.974359
## 3314 0.6687 0.9564103 0.9358974 0.974359
## 3315 0.6686 0.9564103 0.9358974 0.974359
## 3316 0.6685 0.9564103 0.9358974 0.974359
## 3317 0.6684 0.9564103 0.9358974 0.974359
## 3318 0.6683 0.9564103 0.9358974 0.974359
## 3319 0.6682 0.9564103 0.9358974 0.974359
## 3320 0.6681 0.9564103 0.9358974 0.974359
## 3321 0.6680 0.9564103 0.9358974 0.974359
## 3322 0.6679 0.9564103 0.9358974 0.974359
## 3323 0.6678 0.9564103 0.9358974 0.974359
## 3324 0.6677 0.9564103 0.9358974 0.974359
## 3325 0.6676 0.9564103 0.9358974 0.974359
## 3326 0.6675 0.9564103 0.9358974 0.974359
## 3327 0.6674 0.9564103 0.9358974 0.974359
## 3328 0.6673 0.9564103 0.9358974 0.974359
## 3329 0.6672 0.9564103 0.9358974 0.974359
## 3330 0.6671 0.9564103 0.9358974 0.974359
## 3331 0.6670 0.9564103 0.9358974 0.974359
## 3332 0.6669 0.9564103 0.9358974 0.974359
## 3333 0.6668 0.9564103 0.9358974 0.974359
## 3334 0.6667 0.9564103 0.9358974 0.974359
## 3335 0.6666 0.9564103 0.9358974 0.974359
## 3336 0.6665 0.9564103 0.9358974 0.974359
## 3337 0.6664 0.9564103 0.9358974 0.974359
## 3338 0.6663 0.9564103 0.9358974 0.974359
## 3339 0.6662 0.9564103 0.9358974 0.974359
## 3340 0.6661 0.9564103 0.9358974 0.974359
## 3341 0.6660 0.9564103 0.9358974 0.974359
## 3342 0.6659 0.9564103 0.9358974 0.974359
## 3343 0.6658 0.9564103 0.9358974 0.974359
## 3344 0.6657 0.9564103 0.9358974 0.974359
## 3345 0.6656 0.9564103 0.9358974 0.974359
## 3346 0.6655 0.9564103 0.9358974 0.974359
## 3347 0.6654 0.9564103 0.9358974 0.974359
## 3348 0.6653 0.9564103 0.9358974 0.974359
## 3349 0.6652 0.9564103 0.9358974 0.974359
## 3350 0.6651 0.9564103 0.9358974 0.974359
## 3351 0.6650 0.9564103 0.9358974 0.974359
## 3352 0.6649 0.9564103 0.9358974 0.974359
## 3353 0.6648 0.9564103 0.9358974 0.974359
## 3354 0.6647 0.9564103 0.9358974 0.974359
## 3355 0.6646 0.9564103 0.9358974 0.974359
## 3356 0.6645 0.9564103 0.9358974 0.974359
## 3357 0.6644 0.9564103 0.9358974 0.974359
## 3358 0.6643 0.9564103 0.9358974 0.974359
## 3359 0.6642 0.9564103 0.9358974 0.974359
## 3360 0.6641 0.9564103 0.9358974 0.974359
## 3361 0.6640 0.9564103 0.9358974 0.974359
## 3362 0.6639 0.9564103 0.9358974 0.974359
## 3363 0.6638 0.9564103 0.9358974 0.974359
## 3364 0.6637 0.9564103 0.9358974 0.974359
## 3365 0.6636 0.9564103 0.9358974 0.974359
## 3366 0.6635 0.9564103 0.9358974 0.974359
## 3367 0.6634 0.9564103 0.9358974 0.974359
## 3368 0.6633 0.9564103 0.9358974 0.974359
## 3369 0.6632 0.9564103 0.9358974 0.974359
## 3370 0.6631 0.9564103 0.9358974 0.974359
## 3371 0.6630 0.9564103 0.9358974 0.974359
## 3372 0.6629 0.9564103 0.9358974 0.974359
## 3373 0.6628 0.9564103 0.9358974 0.974359
## 3374 0.6627 0.9564103 0.9358974 0.974359
## 3375 0.6626 0.9564103 0.9358974 0.974359
## 3376 0.6625 0.9564103 0.9358974 0.974359
## 3377 0.6624 0.9564103 0.9358974 0.974359
## 3378 0.6623 0.9564103 0.9358974 0.974359
## 3379 0.6622 0.9564103 0.9358974 0.974359
## 3380 0.6621 0.9564103 0.9358974 0.974359
## 3381 0.6620 0.9564103 0.9358974 0.974359
## 3382 0.6619 0.9564103 0.9358974 0.974359
## 3383 0.6618 0.9564103 0.9358974 0.974359
## 3384 0.6617 0.9564103 0.9358974 0.974359
## 3385 0.6616 0.9564103 0.9358974 0.974359
## 3386 0.6615 0.9564103 0.9358974 0.974359
## 3387 0.6614 0.9564103 0.9358974 0.974359
## 3388 0.6613 0.9564103 0.9358974 0.974359
## 3389 0.6612 0.9564103 0.9358974 0.974359
## 3390 0.6611 0.9564103 0.9358974 0.974359
## 3391 0.6610 0.9564103 0.9358974 0.974359
## 3392 0.6609 0.9564103 0.9358974 0.974359
## 3393 0.6608 0.9564103 0.9358974 0.974359
## 3394 0.6607 0.9564103 0.9358974 0.974359
## 3395 0.6606 0.9564103 0.9358974 0.974359
## 3396 0.6605 0.9564103 0.9358974 0.974359
## 3397 0.6604 0.9564103 0.9358974 0.974359
## 3398 0.6603 0.9564103 0.9358974 0.974359
## 3399 0.6602 0.9564103 0.9358974 0.974359
## 3400 0.6601 0.9564103 0.9358974 0.974359
## 3401 0.6600 0.9564103 0.9358974 0.974359
## 3402 0.6599 0.9564103 0.9358974 0.974359
## 3403 0.6598 0.9564103 0.9358974 0.974359
## 3404 0.6597 0.9564103 0.9358974 0.974359
## 3405 0.6596 0.9564103 0.9358974 0.974359
## 3406 0.6595 0.9564103 0.9358974 0.974359
## 3407 0.6594 0.9564103 0.9358974 0.974359
## 3408 0.6593 0.9564103 0.9358974 0.974359
## 3409 0.6592 0.9564103 0.9358974 0.974359
## 3410 0.6591 0.9564103 0.9358974 0.974359
## 3411 0.6590 0.9564103 0.9358974 0.974359
## 3412 0.6589 0.9564103 0.9358974 0.974359
## 3413 0.6588 0.9564103 0.9358974 0.974359
## 3414 0.6587 0.9564103 0.9358974 0.974359
## 3415 0.6586 0.9564103 0.9358974 0.974359
## 3416 0.6585 0.9564103 0.9358974 0.974359
## 3417 0.6584 0.9564103 0.9358974 0.974359
## 3418 0.6583 0.9564103 0.9358974 0.974359
## 3419 0.6582 0.9564103 0.9358974 0.974359
## 3420 0.6581 0.9564103 0.9358974 0.974359
## 3421 0.6580 0.9564103 0.9358974 0.974359
## 3422 0.6579 0.9564103 0.9358974 0.974359
## 3423 0.6578 0.9564103 0.9358974 0.974359
## 3424 0.6577 0.9564103 0.9358974 0.974359
## 3425 0.6576 0.9564103 0.9358974 0.974359
## 3426 0.6575 0.9564103 0.9358974 0.974359
## 3427 0.6574 0.9564103 0.9358974 0.974359
## 3428 0.6573 0.9564103 0.9358974 0.974359
## 3429 0.6572 0.9564103 0.9358974 0.974359
## 3430 0.6571 0.9564103 0.9358974 0.974359
## 3431 0.6570 0.9564103 0.9358974 0.974359
## 3432 0.6569 0.9564103 0.9358974 0.974359
## 3433 0.6568 0.9564103 0.9358974 0.974359
## 3434 0.6567 0.9564103 0.9358974 0.974359
## 3435 0.6566 0.9564103 0.9358974 0.974359
## 3436 0.6565 0.9564103 0.9358974 0.974359
## 3437 0.6564 0.9564103 0.9358974 0.974359
## 3438 0.6563 0.9564103 0.9358974 0.974359
## 3439 0.6562 0.9564103 0.9358974 0.974359
## 3440 0.6561 0.9564103 0.9358974 0.974359
## 3441 0.6560 0.9564103 0.9358974 0.974359
## 3442 0.6559 0.9564103 0.9358974 0.974359
## 3443 0.6558 0.9564103 0.9358974 0.974359
## 3444 0.6557 0.9564103 0.9358974 0.974359
## 3445 0.6556 0.9564103 0.9358974 0.974359
## 3446 0.6555 0.9564103 0.9358974 0.974359
## 3447 0.6554 0.9564103 0.9358974 0.974359
## 3448 0.6553 0.9564103 0.9358974 0.974359
## 3449 0.6552 0.9564103 0.9358974 0.974359
## 3450 0.6551 0.9564103 0.9358974 0.974359
## 3451 0.6550 0.9564103 0.9358974 0.974359
## 3452 0.6549 0.9564103 0.9358974 0.974359
## 3453 0.6548 0.9564103 0.9358974 0.974359
## 3454 0.6547 0.9564103 0.9358974 0.974359
## 3455 0.6546 0.9564103 0.9358974 0.974359
## 3456 0.6545 0.9564103 0.9358974 0.974359
## 3457 0.6544 0.9564103 0.9358974 0.974359
## 3458 0.6543 0.9564103 0.9358974 0.974359
## 3459 0.6542 0.9564103 0.9358974 0.974359
## 3460 0.6541 0.9564103 0.9358974 0.974359
## 3461 0.6540 0.9564103 0.9358974 0.974359
## 3462 0.6539 0.9564103 0.9358974 0.974359
## 3463 0.6538 0.9564103 0.9358974 0.974359
## 3464 0.6537 0.9564103 0.9358974 0.974359
## 3465 0.6536 0.9564103 0.9358974 0.974359
## 3466 0.6535 0.9564103 0.9358974 0.974359
## 3467 0.6534 0.9564103 0.9358974 0.974359
## 3468 0.6533 0.9564103 0.9358974 0.974359
## 3469 0.6532 0.9564103 0.9358974 0.974359
## 3470 0.6531 0.9564103 0.9358974 0.974359
## 3471 0.6530 0.9564103 0.9358974 0.974359
## 3472 0.6529 0.9564103 0.9358974 0.974359
## 3473 0.6528 0.9564103 0.9358974 0.974359
## 3474 0.6527 0.9564103 0.9358974 0.974359
## 3475 0.6526 0.9564103 0.9358974 0.974359
## 3476 0.6525 0.9564103 0.9358974 0.974359
## 3477 0.6524 0.9564103 0.9358974 0.974359
## 3478 0.6523 0.9564103 0.9358974 0.974359
## 3479 0.6522 0.9564103 0.9358974 0.974359
## 3480 0.6521 0.9564103 0.9358974 0.974359
## 3481 0.6520 0.9564103 0.9358974 0.974359
## 3482 0.6519 0.9564103 0.9358974 0.974359
## 3483 0.6518 0.9564103 0.9358974 0.974359
## 3484 0.6517 0.9564103 0.9358974 0.974359
## 3485 0.6516 0.9564103 0.9358974 0.974359
## 3486 0.6515 0.9564103 0.9358974 0.974359
## 3487 0.6514 0.9564103 0.9358974 0.974359
## 3488 0.6513 0.9564103 0.9358974 0.974359
## 3489 0.6512 0.9564103 0.9358974 0.974359
## 3490 0.6511 0.9564103 0.9358974 0.974359
## 3491 0.6510 0.9564103 0.9358974 0.974359
## 3492 0.6509 0.9564103 0.9358974 0.974359
## 3493 0.6508 0.9564103 0.9358974 0.974359
## 3494 0.6507 0.9564103 0.9358974 0.974359
## 3495 0.6506 0.9564103 0.9358974 0.974359
## 3496 0.6505 0.9564103 0.9358974 0.974359
## 3497 0.6504 0.9564103 0.9358974 0.974359
## 3498 0.6503 0.9564103 0.9358974 0.974359
## 3499 0.6502 0.9564103 0.9358974 0.974359
## 3500 0.6501 0.9564103 0.9358974 0.974359
## 3501 0.6500 0.9564103 0.9358974 0.974359
## 3502 0.6499 0.9564103 0.9358974 0.974359
## 3503 0.6498 0.9564103 0.9358974 0.974359
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## 3505 0.6496 0.9564103 0.9358974 0.974359
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## 3507 0.6494 0.9564103 0.9358974 0.974359
## 3508 0.6493 0.9564103 0.9358974 0.974359
## 3509 0.6492 0.9564103 0.9358974 0.974359
## 3510 0.6491 0.9564103 0.9358974 0.974359
## 3511 0.6490 0.9564103 0.9358974 0.974359
## 3512 0.6489 0.9564103 0.9358974 0.974359
## 3513 0.6488 0.9564103 0.9358974 0.974359
## 3514 0.6487 0.9564103 0.9358974 0.974359
## 3515 0.6486 0.9564103 0.9358974 0.974359
## 3516 0.6485 0.9564103 0.9358974 0.974359
## 3517 0.6484 0.9564103 0.9358974 0.974359
## 3518 0.6483 0.9564103 0.9358974 0.974359
## 3519 0.6482 0.9564103 0.9358974 0.974359
## 3520 0.6481 0.9564103 0.9358974 0.974359
## 3521 0.6480 0.9564103 0.9358974 0.974359
## 3522 0.6479 0.9564103 0.9358974 0.974359
## 3523 0.6478 0.9564103 0.9358974 0.974359
## 3524 0.6477 0.9564103 0.9358974 0.974359
## 3525 0.6476 0.9564103 0.9358974 0.974359
## 3526 0.6475 0.9564103 0.9358974 0.974359
## 3527 0.6474 0.9564103 0.9358974 0.974359
## 3528 0.6473 0.9564103 0.9358974 0.974359
## 3529 0.6472 0.9564103 0.9358974 0.974359
## 3530 0.6471 0.9564103 0.9358974 0.974359
## 3531 0.6470 0.9564103 0.9358974 0.974359
## 3532 0.6469 0.9564103 0.9358974 0.974359
## 3533 0.6468 0.9564103 0.9358974 0.974359
## 3534 0.6467 0.9564103 0.9358974 0.974359
## 3535 0.6466 0.9564103 0.9358974 0.974359
## 3536 0.6465 0.9564103 0.9358974 0.974359
## 3537 0.6464 0.9564103 0.9358974 0.974359
## 3538 0.6463 0.9564103 0.9358974 0.974359
## 3539 0.6462 0.9564103 0.9358974 0.974359
## 3540 0.6461 0.9564103 0.9358974 0.974359
## 3541 0.6460 0.9564103 0.9358974 0.974359
## 3542 0.6459 0.9564103 0.9358974 0.974359
## 3543 0.6458 0.9564103 0.9358974 0.974359
## 3544 0.6457 0.9564103 0.9358974 0.974359
## 3545 0.6456 0.9564103 0.9358974 0.974359
## 3546 0.6455 0.9564103 0.9358974 0.974359
## 3547 0.6454 0.9564103 0.9358974 0.974359
## 3548 0.6453 0.9564103 0.9358974 0.974359
## 3549 0.6452 0.9564103 0.9358974 0.974359
## 3550 0.6451 0.9564103 0.9358974 0.974359
## 3551 0.6450 0.9564103 0.9358974 0.974359
## 3552 0.6449 0.9564103 0.9358974 0.974359
## 3553 0.6448 0.9564103 0.9358974 0.974359
## 3554 0.6447 0.9564103 0.9358974 0.974359
## 3555 0.6446 0.9564103 0.9358974 0.974359
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## 3884 0.6117 0.9564103 0.9358974 0.974359
## 3885 0.6116 0.9564103 0.9358974 0.974359
## 3886 0.6115 0.9564103 0.9358974 0.974359
## 3887 0.6114 0.9564103 0.9358974 0.974359
## 3888 0.6113 0.9564103 0.9358974 0.974359
## 3889 0.6112 0.9564103 0.9358974 0.974359
## 3890 0.6111 0.9564103 0.9358974 0.974359
## 3891 0.6110 0.9564103 0.9358974 0.974359
## 3892 0.6109 0.9564103 0.9358974 0.974359
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## 3895 0.6106 0.9564103 0.9358974 0.974359
## 3896 0.6105 0.9564103 0.9358974 0.974359
## 3897 0.6104 0.9564103 0.9358974 0.974359
## 3898 0.6103 0.9564103 0.9358974 0.974359
## 3899 0.6102 0.9564103 0.9358974 0.974359
## 3900 0.6101 0.9564103 0.9358974 0.974359
## 3901 0.6100 0.9564103 0.9358974 0.974359
## 3902 0.6099 0.9564103 0.9358974 0.974359
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## 3906 0.6095 0.9564103 0.9358974 0.974359
## 3907 0.6094 0.9564103 0.9358974 0.974359
## 3908 0.6093 0.9564103 0.9358974 0.974359
## 3909 0.6092 0.9564103 0.9358974 0.974359
## 3910 0.6091 0.9564103 0.9358974 0.974359
## 3911 0.6090 0.9564103 0.9358974 0.974359
## 3912 0.6089 0.9564103 0.9358974 0.974359
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## 3914 0.6087 0.9564103 0.9358974 0.974359
## 3915 0.6086 0.9564103 0.9358974 0.974359
## 3916 0.6085 0.9564103 0.9358974 0.974359
## 3917 0.6084 0.9564103 0.9358974 0.974359
## 3918 0.6083 0.9564103 0.9358974 0.974359
## 3919 0.6082 0.9564103 0.9358974 0.974359
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## 3921 0.6080 0.9564103 0.9358974 0.974359
## 3922 0.6079 0.9564103 0.9358974 0.974359
## 3923 0.6078 0.9564103 0.9358974 0.974359
## 3924 0.6077 0.9564103 0.9358974 0.974359
## 3925 0.6076 0.9564103 0.9358974 0.974359
## 3926 0.6075 0.9564103 0.9358974 0.974359
## 3927 0.6074 0.9564103 0.9358974 0.974359
## 3928 0.6073 0.9564103 0.9358974 0.974359
## 3929 0.6072 0.9564103 0.9358974 0.974359
## 3930 0.6071 0.9564103 0.9358974 0.974359
## 3931 0.6070 0.9564103 0.9358974 0.974359
## 3932 0.6069 0.9564103 0.9358974 0.974359
## 3933 0.6068 0.9564103 0.9358974 0.974359
## 3934 0.6067 0.9564103 0.9358974 0.974359
## 3935 0.6066 0.9564103 0.9358974 0.974359
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## 3941 0.6060 0.9564103 0.9358974 0.974359
## 3942 0.6059 0.9564103 0.9358974 0.974359
## 3943 0.6058 0.9564103 0.9358974 0.974359
## 3944 0.6057 0.9564103 0.9358974 0.974359
## 3945 0.6056 0.9564103 0.9358974 0.974359
## 3946 0.6055 0.9564103 0.9358974 0.974359
## 3947 0.6054 0.9564103 0.9358974 0.974359
## 3948 0.6053 0.9564103 0.9358974 0.974359
## 3949 0.6052 0.9564103 0.9358974 0.974359
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## 3951 0.6050 0.9564103 0.9358974 0.974359
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## 3954 0.6047 0.9564103 0.9358974 0.974359
## 3955 0.6046 0.9564103 0.9358974 0.974359
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## 3958 0.6043 0.9564103 0.9358974 0.974359
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## 3965 0.6036 0.9564103 0.9358974 0.974359
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## 3967 0.6034 0.9564103 0.9358974 0.974359
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## 3971 0.6030 0.9564103 0.9358974 0.974359
## 3972 0.6029 0.9564103 0.9358974 0.974359
## 3973 0.6028 0.9564103 0.9358974 0.974359
## 3974 0.6027 0.9564103 0.9358974 0.974359
## 3975 0.6026 0.9564103 0.9358974 0.974359
## 3976 0.6025 0.9564103 0.9358974 0.974359
## 3977 0.6024 0.9564103 0.9358974 0.974359
## 3978 0.6023 0.9564103 0.9358974 0.974359
## 3979 0.6022 0.9564103 0.9358974 0.974359
## 3980 0.6021 0.9564103 0.9358974 0.974359
## 3981 0.6020 0.9564103 0.9358974 0.974359
## 3982 0.6019 0.9564103 0.9358974 0.974359
## 3983 0.6018 0.9564103 0.9358974 0.974359
## 3984 0.6017 0.9564103 0.9358974 0.974359
## 3985 0.6016 0.9564103 0.9358974 0.974359
## 3986 0.6015 0.9564103 0.9358974 0.974359
## 3987 0.6014 0.9564103 0.9358974 0.974359
## 3988 0.6013 0.9564103 0.9358974 0.974359
## 3989 0.6012 0.9564103 0.9358974 0.974359
## 3990 0.6011 0.9564103 0.9358974 0.974359
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## 3992 0.6009 0.9564103 0.9358974 0.974359
## 3993 0.6008 0.9564103 0.9358974 0.974359
## 3994 0.6007 0.9564103 0.9358974 0.974359
## 3995 0.6006 0.9564103 0.9358974 0.974359
## 3996 0.6005 0.9564103 0.9358974 0.974359
## 3997 0.6004 0.9564103 0.9358974 0.974359
## 3998 0.6003 0.9564103 0.9358974 0.974359
## 3999 0.6002 0.9564103 0.9358974 0.974359
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## 4001 0.6000 0.9564103 0.9358974 0.974359
## 4002 0.5999 0.9564103 0.9358974 0.974359
## 4003 0.5998 0.9564103 0.9358974 0.974359
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## 4012 0.5989 0.9564103 0.9358974 0.974359
## 4013 0.5988 0.9564103 0.9358974 0.974359
## 4014 0.5987 0.9564103 0.9358974 0.974359
## 4015 0.5986 0.9564103 0.9358974 0.974359
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## 4017 0.5984 0.9564103 0.9358974 0.974359
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## 4019 0.5982 0.9564103 0.9358974 0.974359
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## 4058 0.5943 0.9564103 0.9358974 0.974359
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## 4084 0.5917 0.9564103 0.9358974 0.974359
## 4085 0.5916 0.9564103 0.9358974 0.974359
## 4086 0.5915 0.9564103 0.9358974 0.974359
## 4087 0.5914 0.9564103 0.9358974 0.974359
## 4088 0.5913 0.9564103 0.9358974 0.974359
## 4089 0.5912 0.9564103 0.9358974 0.974359
## 4090 0.5911 0.9564103 0.9358974 0.974359
## 4091 0.5910 0.9564103 0.9358974 0.974359
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## 4095 0.5906 0.9564103 0.9358974 0.974359
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## 4098 0.5903 0.9564103 0.9358974 0.974359
## 4099 0.5902 0.9564103 0.9358974 0.974359
## 4100 0.5901 0.9564103 0.9358974 0.974359
## 4101 0.5900 0.9564103 0.9358974 0.974359
## 4102 0.5899 0.9564103 0.9358974 0.974359
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## 4108 0.5893 0.9564103 0.9358974 0.974359
## 4109 0.5892 0.9564103 0.9358974 0.974359
## 4110 0.5891 0.9564103 0.9358974 0.974359
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## 4114 0.5887 0.9564103 0.9358974 0.974359
## 4115 0.5886 0.9564103 0.9358974 0.974359
## 4116 0.5885 0.9564103 0.9358974 0.974359
## 4117 0.5884 0.9564103 0.9358974 0.974359
## 4118 0.5883 0.9564103 0.9358974 0.974359
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## 4120 0.5881 0.9564103 0.9358974 0.974359
## 4121 0.5880 0.9564103 0.9358974 0.974359
## 4122 0.5879 0.9564103 0.9358974 0.974359
## 4123 0.5878 0.9564103 0.9358974 0.974359
## 4124 0.5877 0.9564103 0.9358974 0.974359
## 4125 0.5876 0.9564103 0.9358974 0.974359
## 4126 0.5875 0.9564103 0.9358974 0.974359
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## 4128 0.5873 0.9564103 0.9358974 0.974359
## 4129 0.5872 0.9564103 0.9358974 0.974359
## 4130 0.5871 0.9564103 0.9358974 0.974359
## 4131 0.5870 0.9564103 0.9358974 0.974359
## 4132 0.5869 0.9564103 0.9358974 0.974359
## 4133 0.5868 0.9564103 0.9358974 0.974359
## 4134 0.5867 0.9564103 0.9358974 0.974359
## 4135 0.5866 0.9564103 0.9358974 0.974359
## 4136 0.5865 0.9564103 0.9358974 0.974359
## 4137 0.5864 0.9564103 0.9358974 0.974359
## 4138 0.5863 0.9564103 0.9358974 0.974359
## 4139 0.5862 0.9564103 0.9358974 0.974359
## 4140 0.5861 0.9564103 0.9358974 0.974359
## 4141 0.5860 0.9564103 0.9358974 0.974359
## 4142 0.5859 0.9564103 0.9358974 0.974359
## 4143 0.5858 0.9564103 0.9358974 0.974359
## 4144 0.5857 0.9564103 0.9358974 0.974359
## 4145 0.5856 0.9564103 0.9358974 0.974359
## 4146 0.5855 0.9564103 0.9358974 0.974359
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## 4148 0.5853 0.9564103 0.9358974 0.974359
## 4149 0.5852 0.9564103 0.9358974 0.974359
## 4150 0.5851 0.9564103 0.9358974 0.974359
## 4151 0.5850 0.9564103 0.9358974 0.974359
## 4152 0.5849 0.9564103 0.9358974 0.974359
## 4153 0.5848 0.9564103 0.9358974 0.974359
## 4154 0.5847 0.9564103 0.9358974 0.974359
## 4155 0.5846 0.9564103 0.9358974 0.974359
## 4156 0.5845 0.9564103 0.9358974 0.974359
## 4157 0.5844 0.9564103 0.9358974 0.974359
## 4158 0.5843 0.9564103 0.9358974 0.974359
## 4159 0.5842 0.9564103 0.9358974 0.974359
## 4160 0.5841 0.9564103 0.9358974 0.974359
## 4161 0.5840 0.9564103 0.9358974 0.974359
## 4162 0.5839 0.9564103 0.9358974 0.974359
## 4163 0.5838 0.9564103 0.9358974 0.974359
## 4164 0.5837 0.9564103 0.9358974 0.974359
## 4165 0.5836 0.9564103 0.9358974 0.974359
## 4166 0.5835 0.9564103 0.9358974 0.974359
## 4167 0.5834 0.9564103 0.9358974 0.974359
## 4168 0.5833 0.9564103 0.9358974 0.974359
## 4169 0.5832 0.9564103 0.9358974 0.974359
## 4170 0.5831 0.9564103 0.9358974 0.974359
## 4171 0.5830 0.9564103 0.9358974 0.974359
## 4172 0.5829 0.9564103 0.9358974 0.974359
## 4173 0.5828 0.9564103 0.9358974 0.974359
## 4174 0.5827 0.9564103 0.9358974 0.974359
## 4175 0.5826 0.9564103 0.9358974 0.974359
## 4176 0.5825 0.9564103 0.9358974 0.974359
## 4177 0.5824 0.9564103 0.9358974 0.974359
## 4178 0.5823 0.9564103 0.9358974 0.974359
## 4179 0.5822 0.9564103 0.9358974 0.974359
## 4180 0.5821 0.9564103 0.9358974 0.974359
## 4181 0.5820 0.9564103 0.9358974 0.974359
## 4182 0.5819 0.9564103 0.9358974 0.974359
## 4183 0.5818 0.9564103 0.9358974 0.974359
## 4184 0.5817 0.9564103 0.9358974 0.974359
## 4185 0.5816 0.9564103 0.9358974 0.974359
## 4186 0.5815 0.9564103 0.9358974 0.974359
## 4187 0.5814 0.9564103 0.9358974 0.974359
## 4188 0.5813 0.9564103 0.9358974 0.974359
## 4189 0.5812 0.9564103 0.9358974 0.974359
## 4190 0.5811 0.9564103 0.9358974 0.974359
## 4191 0.5810 0.9564103 0.9358974 0.974359
## 4192 0.5809 0.9564103 0.9358974 0.974359
## 4193 0.5808 0.9564103 0.9358974 0.974359
## 4194 0.5807 0.9564103 0.9358974 0.974359
## 4195 0.5806 0.9564103 0.9358974 0.974359
## 4196 0.5805 0.9564103 0.9358974 0.974359
## 4197 0.5804 0.9564103 0.9358974 0.974359
## 4198 0.5803 0.9564103 0.9358974 0.974359
## 4199 0.5802 0.9564103 0.9358974 0.974359
## 4200 0.5801 0.9564103 0.9358974 0.974359
## 4201 0.5800 0.9564103 0.9358974 0.974359
## 4202 0.5799 0.9564103 0.9358974 0.974359
## 4203 0.5798 0.9564103 0.9358974 0.974359
## 4204 0.5797 0.9564103 0.9358974 0.974359
## 4205 0.5796 0.9564103 0.9358974 0.974359
## 4206 0.5795 0.9564103 0.9358974 0.974359
## 4207 0.5794 0.9564103 0.9358974 0.974359
## 4208 0.5793 0.9564103 0.9358974 0.974359
## 4209 0.5792 0.9564103 0.9358974 0.974359
## 4210 0.5791 0.9564103 0.9358974 0.974359
## 4211 0.5790 0.9564103 0.9358974 0.974359
## 4212 0.5789 0.9564103 0.9358974 0.974359
## 4213 0.5788 0.9564103 0.9358974 0.974359
## 4214 0.5787 0.9564103 0.9358974 0.974359
## 4215 0.5786 0.9564103 0.9358974 0.974359
## 4216 0.5785 0.9564103 0.9358974 0.974359
## 4217 0.5784 0.9564103 0.9358974 0.974359
## 4218 0.5783 0.9564103 0.9358974 0.974359
## 4219 0.5782 0.9564103 0.9358974 0.974359
## 4220 0.5781 0.9564103 0.9358974 0.974359
## 4221 0.5780 0.9564103 0.9358974 0.974359
## 4222 0.5779 0.9564103 0.9358974 0.974359
## 4223 0.5778 0.9564103 0.9358974 0.974359
## 4224 0.5777 0.9564103 0.9358974 0.974359
## 4225 0.5776 0.9564103 0.9358974 0.974359
## 4226 0.5775 0.9564103 0.9358974 0.974359
## 4227 0.5774 0.9564103 0.9358974 0.974359
## 4228 0.5773 0.9564103 0.9358974 0.974359
## 4229 0.5772 0.9564103 0.9358974 0.974359
## 4230 0.5771 0.9564103 0.9358974 0.974359
## 4231 0.5770 0.9564103 0.9358974 0.974359
## 4232 0.5769 0.9564103 0.9358974 0.974359
## 4233 0.5768 0.9564103 0.9358974 0.974359
## 4234 0.5767 0.9564103 0.9358974 0.974359
## 4235 0.5766 0.9564103 0.9358974 0.974359
## 4236 0.5765 0.9564103 0.9358974 0.974359
## 4237 0.5764 0.9564103 0.9358974 0.974359
## 4238 0.5763 0.9564103 0.9358974 0.974359
## 4239 0.5762 0.9564103 0.9358974 0.974359
## 4240 0.5761 0.9564103 0.9358974 0.974359
## 4241 0.5760 0.9564103 0.9358974 0.974359
## 4242 0.5759 0.9564103 0.9358974 0.974359
## 4243 0.5758 0.9564103 0.9358974 0.974359
## 4244 0.5757 0.9564103 0.9358974 0.974359
## 4245 0.5756 0.9564103 0.9358974 0.974359
## 4246 0.5755 0.9564103 0.9358974 0.974359
## 4247 0.5754 0.9564103 0.9358974 0.974359
## 4248 0.5753 0.9564103 0.9358974 0.974359
## 4249 0.5752 0.9564103 0.9358974 0.974359
## 4250 0.5751 0.9564103 0.9358974 0.974359
## 4251 0.5750 0.9564103 0.9358974 0.974359
## 4252 0.5749 0.9564103 0.9358974 0.974359
## 4253 0.5748 0.9564103 0.9358974 0.974359
## 4254 0.5747 0.9564103 0.9358974 0.974359
## 4255 0.5746 0.9564103 0.9358974 0.974359
## 4256 0.5745 0.9564103 0.9358974 0.974359
## 4257 0.5744 0.9564103 0.9358974 0.974359
## 4258 0.5743 0.9564103 0.9358974 0.974359
## 4259 0.5742 0.9564103 0.9358974 0.974359
## 4260 0.5741 0.9564103 0.9358974 0.974359
## 4261 0.5740 0.9564103 0.9358974 0.974359
## 4262 0.5739 0.9564103 0.9358974 0.974359
## 4263 0.5738 0.9564103 0.9358974 0.974359
## 4264 0.5737 0.9564103 0.9358974 0.974359
## 4265 0.5736 0.9564103 0.9358974 0.974359
## 4266 0.5735 0.9564103 0.9358974 0.974359
## 4267 0.5734 0.9564103 0.9358974 0.974359
## 4268 0.5733 0.9564103 0.9358974 0.974359
## 4269 0.5732 0.9564103 0.9358974 0.974359
## 4270 0.5731 0.9564103 0.9358974 0.974359
## 4271 0.5730 0.9564103 0.9358974 0.974359
## 4272 0.5729 0.9564103 0.9358974 0.974359
## 4273 0.5728 0.9564103 0.9358974 0.974359
## 4274 0.5727 0.9564103 0.9358974 0.974359
## 4275 0.5726 0.9564103 0.9358974 0.974359
## 4276 0.5725 0.9564103 0.9358974 0.974359
## 4277 0.5724 0.9564103 0.9358974 0.974359
## 4278 0.5723 0.9564103 0.9358974 0.974359
## 4279 0.5722 0.9564103 0.9358974 0.974359
## 4280 0.5721 0.9564103 0.9358974 0.974359
## 4281 0.5720 0.9564103 0.9358974 0.974359
## 4282 0.5719 0.9564103 0.9358974 0.974359
## 4283 0.5718 0.9564103 0.9358974 0.974359
## 4284 0.5717 0.9564103 0.9358974 0.974359
## 4285 0.5716 0.9564103 0.9358974 0.974359
## 4286 0.5715 0.9564103 0.9358974 0.974359
## 4287 0.5714 0.9564103 0.9358974 0.974359
## 4288 0.5713 0.9564103 0.9358974 0.974359
## 4289 0.5712 0.9564103 0.9358974 0.974359
## 4290 0.5711 0.9564103 0.9358974 0.974359
## 4291 0.5710 0.9564103 0.9358974 0.974359
## 4292 0.5709 0.9564103 0.9358974 0.974359
## 4293 0.5708 0.9564103 0.9358974 0.974359
## 4294 0.5707 0.9564103 0.9358974 0.974359
## 4295 0.5706 0.9564103 0.9358974 0.974359
## 4296 0.5705 0.9564103 0.9358974 0.974359
## 4297 0.5704 0.9564103 0.9358974 0.974359
## 4298 0.5703 0.9564103 0.9358974 0.974359
## 4299 0.5702 0.9564103 0.9358974 0.974359
## 4300 0.5701 0.9564103 0.9358974 0.974359
## 4301 0.5700 0.9564103 0.9358974 0.974359
## 4302 0.5699 0.9564103 0.9358974 0.974359
## 4303 0.5698 0.9564103 0.9358974 0.974359
## 4304 0.5697 0.9564103 0.9358974 0.974359
## 4305 0.5696 0.9564103 0.9358974 0.974359
## 4306 0.5695 0.9564103 0.9358974 0.974359
## 4307 0.5694 0.9564103 0.9358974 0.974359
## 4308 0.5693 0.9564103 0.9358974 0.974359
## 4309 0.5692 0.9564103 0.9358974 0.974359
## 4310 0.5691 0.9564103 0.9358974 0.974359
## 4311 0.5690 0.9564103 0.9358974 0.974359
## 4312 0.5689 0.9564103 0.9358974 0.974359
## 4313 0.5688 0.9564103 0.9358974 0.974359
## 4314 0.5687 0.9564103 0.9358974 0.974359
## 4315 0.5686 0.9564103 0.9358974 0.974359
## 4316 0.5685 0.9564103 0.9358974 0.974359
## 4317 0.5684 0.9564103 0.9358974 0.974359
## 4318 0.5683 0.9564103 0.9358974 0.974359
## 4319 0.5682 0.9564103 0.9358974 0.974359
## 4320 0.5681 0.9564103 0.9358974 0.974359
## 4321 0.5680 0.9564103 0.9358974 0.974359
## 4322 0.5679 0.9564103 0.9358974 0.974359
## 4323 0.5678 0.9564103 0.9358974 0.974359
## 4324 0.5677 0.9564103 0.9358974 0.974359
## 4325 0.5676 0.9564103 0.9358974 0.974359
## 4326 0.5675 0.9564103 0.9358974 0.974359
## 4327 0.5674 0.9564103 0.9358974 0.974359
## 4328 0.5673 0.9564103 0.9358974 0.974359
## 4329 0.5672 0.9564103 0.9358974 0.974359
## 4330 0.5671 0.9564103 0.9358974 0.974359
## 4331 0.5670 0.9564103 0.9358974 0.974359
## 4332 0.5669 0.9564103 0.9358974 0.974359
## 4333 0.5668 0.9564103 0.9358974 0.974359
## 4334 0.5667 0.9564103 0.9358974 0.974359
## 4335 0.5666 0.9564103 0.9358974 0.974359
## 4336 0.5665 0.9564103 0.9358974 0.974359
## 4337 0.5664 0.9564103 0.9358974 0.974359
## 4338 0.5663 0.9564103 0.9358974 0.974359
## 4339 0.5662 0.9564103 0.9358974 0.974359
## 4340 0.5661 0.9564103 0.9358974 0.974359
## 4341 0.5660 0.9564103 0.9358974 0.974359
## 4342 0.5659 0.9564103 0.9358974 0.974359
## 4343 0.5658 0.9564103 0.9358974 0.974359
## 4344 0.5657 0.9564103 0.9358974 0.974359
## 4345 0.5656 0.9564103 0.9358974 0.974359
## 4346 0.5655 0.9564103 0.9358974 0.974359
## 4347 0.5654 0.9564103 0.9358974 0.974359
## 4348 0.5653 0.9564103 0.9358974 0.974359
## 4349 0.5652 0.9564103 0.9358974 0.974359
## 4350 0.5651 0.9564103 0.9358974 0.974359
## 4351 0.5650 0.9564103 0.9358974 0.974359
## 4352 0.5649 0.9564103 0.9358974 0.974359
## 4353 0.5648 0.9564103 0.9358974 0.974359
## 4354 0.5647 0.9564103 0.9358974 0.974359
## 4355 0.5646 0.9564103 0.9358974 0.974359
## 4356 0.5645 0.9564103 0.9358974 0.974359
## 4357 0.5644 0.9564103 0.9358974 0.974359
## 4358 0.5643 0.9564103 0.9358974 0.974359
## 4359 0.5642 0.9564103 0.9358974 0.974359
## 4360 0.5641 0.9564103 0.9358974 0.974359
## 4361 0.5640 0.9564103 0.9358974 0.974359
## 4362 0.5639 0.9564103 0.9358974 0.974359
## 4363 0.5638 0.9564103 0.9358974 0.974359
## 4364 0.5637 0.9564103 0.9358974 0.974359
## 4365 0.5636 0.9564103 0.9358974 0.974359
## 4366 0.5635 0.9564103 0.9358974 0.974359
## 4367 0.5634 0.9564103 0.9358974 0.974359
## 4368 0.5633 0.9564103 0.9358974 0.974359
## 4369 0.5632 0.9564103 0.9358974 0.974359
## 4370 0.5631 0.9564103 0.9358974 0.974359
## 4371 0.5630 0.9564103 0.9358974 0.974359
## 4372 0.5629 0.9564103 0.9358974 0.974359
## 4373 0.5628 0.9564103 0.9358974 0.974359
## 4374 0.5627 0.9564103 0.9358974 0.974359
## 4375 0.5626 0.9564103 0.9358974 0.974359
## 4376 0.5625 0.9564103 0.9358974 0.974359
## 4377 0.5624 0.9564103 0.9358974 0.974359
## 4378 0.5623 0.9564103 0.9358974 0.974359
## 4379 0.5622 0.9564103 0.9358974 0.974359
## 4380 0.5621 0.9564103 0.9358974 0.974359
## 4381 0.5620 0.9564103 0.9358974 0.974359
## 4382 0.5619 0.9564103 0.9358974 0.974359
## 4383 0.5618 0.9564103 0.9358974 0.974359
## 4384 0.5617 0.9564103 0.9358974 0.974359
## 4385 0.5616 0.9564103 0.9358974 0.974359
## 4386 0.5615 0.9564103 0.9358974 0.974359
## 4387 0.5614 0.9564103 0.9358974 0.974359
## 4388 0.5613 0.9564103 0.9358974 0.974359
## 4389 0.5612 0.9564103 0.9358974 0.974359
## 4390 0.5611 0.9564103 0.9358974 0.974359
## 4391 0.5610 0.9564103 0.9358974 0.974359
## 4392 0.5609 0.9564103 0.9358974 0.974359
## 4393 0.5608 0.9564103 0.9358974 0.974359
## 4394 0.5607 0.9564103 0.9358974 0.974359
## 4395 0.5606 0.9564103 0.9358974 0.974359
## 4396 0.5605 0.9564103 0.9358974 0.974359
## 4397 0.5604 0.9564103 0.9358974 0.974359
## 4398 0.5603 0.9564103 0.9358974 0.974359
## 4399 0.5602 0.9564103 0.9358974 0.974359
## 4400 0.5601 0.9564103 0.9358974 0.974359
## 4401 0.5600 0.9564103 0.9358974 0.974359
## 4402 0.5599 0.9564103 0.9358974 0.974359
## 4403 0.5598 0.9564103 0.9358974 0.974359
## 4404 0.5597 0.9564103 0.9358974 0.974359
## 4405 0.5596 0.9564103 0.9358974 0.974359
## 4406 0.5595 0.9564103 0.9358974 0.974359
## 4407 0.5594 0.9564103 0.9358974 0.974359
## 4408 0.5593 0.9564103 0.9358974 0.974359
## 4409 0.5592 0.9564103 0.9358974 0.974359
## 4410 0.5591 0.9564103 0.9358974 0.974359
## 4411 0.5590 0.9564103 0.9358974 0.974359
## 4412 0.5589 0.9564103 0.9358974 0.974359
## 4413 0.5588 0.9564103 0.9358974 0.974359
## 4414 0.5587 0.9564103 0.9358974 0.974359
## 4415 0.5586 0.9564103 0.9358974 0.974359
## 4416 0.5585 0.9564103 0.9358974 0.974359
## 4417 0.5584 0.9564103 0.9358974 0.974359
## 4418 0.5583 0.9564103 0.9358974 0.974359
## 4419 0.5582 0.9564103 0.9358974 0.974359
## 4420 0.5581 0.9564103 0.9358974 0.974359
## 4421 0.5580 0.9564103 0.9358974 0.974359
## 4422 0.5579 0.9564103 0.9358974 0.974359
## 4423 0.5578 0.9564103 0.9358974 0.974359
## 4424 0.5577 0.9564103 0.9358974 0.974359
## 4425 0.5576 0.9564103 0.9358974 0.974359
## 4426 0.5575 0.9564103 0.9358974 0.974359
## 4427 0.5574 0.9564103 0.9358974 0.974359
## 4428 0.5573 0.9564103 0.9358974 0.974359
## 4429 0.5572 0.9564103 0.9358974 0.974359
## 4430 0.5571 0.9564103 0.9358974 0.974359
## 4431 0.5570 0.9564103 0.9358974 0.974359
## 4432 0.5569 0.9564103 0.9358974 0.974359
## 4433 0.5568 0.9564103 0.9358974 0.974359
## 4434 0.5567 0.9564103 0.9358974 0.974359
## 4435 0.5566 0.9564103 0.9358974 0.974359
## 4436 0.5565 0.9564103 0.9358974 0.974359
## 4437 0.5564 0.9564103 0.9358974 0.974359
## 4438 0.5563 0.9564103 0.9358974 0.974359
## 4439 0.5562 0.9564103 0.9358974 0.974359
## 4440 0.5561 0.9564103 0.9358974 0.974359
## 4441 0.5560 0.9564103 0.9358974 0.974359
## 4442 0.5559 0.9564103 0.9358974 0.974359
## 4443 0.5558 0.9564103 0.9358974 0.974359
## 4444 0.5557 0.9564103 0.9358974 0.974359
## 4445 0.5556 0.9564103 0.9358974 0.974359
## 4446 0.5555 0.9564103 0.9358974 0.974359
## 4447 0.5554 0.9564103 0.9358974 0.974359
## 4448 0.5553 0.9564103 0.9358974 0.974359
## 4449 0.5552 0.9564103 0.9358974 0.974359
## 4450 0.5551 0.9564103 0.9358974 0.974359
## 4451 0.5550 0.9564103 0.9358974 0.974359
## 4452 0.5549 0.9564103 0.9358974 0.974359
## 4453 0.5548 0.9564103 0.9358974 0.974359
## 4454 0.5547 0.9564103 0.9358974 0.974359
## 4455 0.5546 0.9564103 0.9358974 0.974359
## 4456 0.5545 0.9564103 0.9358974 0.974359
## 4457 0.5544 0.9564103 0.9358974 0.974359
## 4458 0.5543 0.9564103 0.9358974 0.974359
## 4459 0.5542 0.9564103 0.9358974 0.974359
## 4460 0.5541 0.9564103 0.9358974 0.974359
## 4461 0.5540 0.9564103 0.9358974 0.974359
## 4462 0.5539 0.9564103 0.9358974 0.974359
## 4463 0.5538 0.9564103 0.9358974 0.974359
## 4464 0.5537 0.9564103 0.9358974 0.974359
## 4465 0.5536 0.9564103 0.9358974 0.974359
## 4466 0.5535 0.9564103 0.9358974 0.974359
## 4467 0.5534 0.9564103 0.9358974 0.974359
## 4468 0.5533 0.9564103 0.9358974 0.974359
## 4469 0.5532 0.9564103 0.9358974 0.974359
## 4470 0.5531 0.9564103 0.9358974 0.974359
## 4471 0.5530 0.9564103 0.9358974 0.974359
## 4472 0.5529 0.9564103 0.9358974 0.974359
## 4473 0.5528 0.9564103 0.9358974 0.974359
## 4474 0.5527 0.9564103 0.9358974 0.974359
## 4475 0.5526 0.9564103 0.9358974 0.974359
## 4476 0.5525 0.9564103 0.9358974 0.974359
## 4477 0.5524 0.9564103 0.9358974 0.974359
## 4478 0.5523 0.9564103 0.9358974 0.974359
## 4479 0.5522 0.9564103 0.9358974 0.974359
## 4480 0.5521 0.9564103 0.9358974 0.974359
## 4481 0.5520 0.9564103 0.9358974 0.974359
## 4482 0.5519 0.9564103 0.9358974 0.974359
## 4483 0.5518 0.9564103 0.9358974 0.974359
## 4484 0.5517 0.9564103 0.9358974 0.974359
## 4485 0.5516 0.9564103 0.9358974 0.974359
## 4486 0.5515 0.9564103 0.9358974 0.974359
## 4487 0.5514 0.9564103 0.9358974 0.974359
## 4488 0.5513 0.9564103 0.9358974 0.974359
## 4489 0.5512 0.9564103 0.9358974 0.974359
## 4490 0.5511 0.9564103 0.9358974 0.974359
## 4491 0.5510 0.9564103 0.9358974 0.974359
## 4492 0.5509 0.9564103 0.9358974 0.974359
## 4493 0.5508 0.9564103 0.9358974 0.974359
## 4494 0.5507 0.9564103 0.9358974 0.974359
## 4495 0.5506 0.9564103 0.9358974 0.974359
## 4496 0.5505 0.9564103 0.9358974 0.974359
## 4497 0.5504 0.9564103 0.9358974 0.974359
## 4498 0.5503 0.9564103 0.9358974 0.974359
## 4499 0.5502 0.9564103 0.9358974 0.974359
## 4500 0.5501 0.9564103 0.9358974 0.974359
## 4501 0.5500 0.9564103 0.9358974 0.974359
## 4502 0.5499 0.9564103 0.9358974 0.974359
## 4503 0.5498 0.9564103 0.9358974 0.974359
## 4504 0.5497 0.9564103 0.9358974 0.974359
## 4505 0.5496 0.9564103 0.9358974 0.974359
## 4506 0.5495 0.9564103 0.9358974 0.974359
## 4507 0.5494 0.9564103 0.9358974 0.974359
## 4508 0.5493 0.9564103 0.9358974 0.974359
## 4509 0.5492 0.9564103 0.9358974 0.974359
## 4510 0.5491 0.9564103 0.9358974 0.974359
## 4511 0.5490 0.9564103 0.9358974 0.974359
## 4512 0.5489 0.9564103 0.9358974 0.974359
## 4513 0.5488 0.9564103 0.9358974 0.974359
## 4514 0.5487 0.9564103 0.9358974 0.974359
## 4515 0.5486 0.9564103 0.9358974 0.974359
## 4516 0.5485 0.9564103 0.9358974 0.974359
## 4517 0.5484 0.9564103 0.9358974 0.974359
## 4518 0.5483 0.9564103 0.9358974 0.974359
## 4519 0.5482 0.9564103 0.9358974 0.974359
## 4520 0.5481 0.9564103 0.9358974 0.974359
## 4521 0.5480 0.9564103 0.9358974 0.974359
## 4522 0.5479 0.9564103 0.9358974 0.974359
## 4523 0.5478 0.9564103 0.9358974 0.974359
## 4524 0.5477 0.9564103 0.9358974 0.974359
## 4525 0.5476 0.9564103 0.9358974 0.974359
## 4526 0.5475 0.9564103 0.9358974 0.974359
## 4527 0.5474 0.9564103 0.9358974 0.974359
## 4528 0.5473 0.9564103 0.9358974 0.974359
## 4529 0.5472 0.9564103 0.9358974 0.974359
## 4530 0.5471 0.9564103 0.9358974 0.974359
## 4531 0.5470 0.9564103 0.9358974 0.974359
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## 4855 0.5146 0.9564103 0.9358974 0.974359
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## 4857 0.5144 0.9564103 0.9358974 0.974359
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## 4859 0.5142 0.9564103 0.9358974 0.974359
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## 4871 0.5130 0.9564103 0.9358974 0.974359
## 4872 0.5129 0.9564103 0.9358974 0.974359
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## 4874 0.5127 0.9564103 0.9358974 0.974359
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## 4876 0.5125 0.9564103 0.9358974 0.974359
## 4877 0.5124 0.9564103 0.9358974 0.974359
## 4878 0.5123 0.9564103 0.9358974 0.974359
## 4879 0.5122 0.9564103 0.9358974 0.974359
## 4880 0.5121 0.9564103 0.9358974 0.974359
## 4881 0.5120 0.9564103 0.9358974 0.974359
## 4882 0.5119 0.9564103 0.9358974 0.974359
## 4883 0.5118 0.9564103 0.9358974 0.974359
## 4884 0.5117 0.9564103 0.9358974 0.974359
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## 4887 0.5114 0.9564103 0.9358974 0.974359
## 4888 0.5113 0.9564103 0.9358974 0.974359
## 4889 0.5112 0.9564103 0.9358974 0.974359
## 4890 0.5111 0.9564103 0.9358974 0.974359
## 4891 0.5110 0.9564103 0.9358974 0.974359
## 4892 0.5109 0.9564103 0.9358974 0.974359
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## 4894 0.5107 0.9564103 0.9358974 0.974359
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## 4897 0.5104 0.9564103 0.9358974 0.974359
## 4898 0.5103 0.9564103 0.9358974 0.974359
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## 4906 0.5095 0.9564103 0.9358974 0.974359
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## 4908 0.5093 0.9564103 0.9358974 0.974359
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## 4956 0.5045 0.9564103 0.9358974 0.974359
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## 4958 0.5043 0.9564103 0.9358974 0.974359
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## 4998 0.5003 0.9564103 0.9358974 0.974359
## 4999 0.5002 0.9564103 0.9358974 0.974359
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## 5145 0.4856 0.9564103 0.9358974 0.974359
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## 5179 0.4822 0.9564103 0.9358974 0.974359
## 5180 0.4821 0.9564103 0.9358974 0.974359
## 5181 0.4820 0.9564103 0.9358974 0.974359
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## 5505 0.4496 0.9564103 0.9358974 0.974359
## 5506 0.4495 0.9564103 0.9358974 0.974359
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## 5830 0.4171 0.9564103 0.9358974 0.974359
## 5831 0.4170 0.9564103 0.9358974 0.974359
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## 5858 0.4143 0.9564103 0.9358974 0.974359
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## 5888 0.4113 0.9564103 0.9358974 0.974359
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## 7780 0.2221 0.9564103 0.9358974 0.974359
## 7781 0.2220 0.9564103 0.9358974 0.974359
## 7782 0.2219 0.9564103 0.9358974 0.974359
## 7783 0.2218 0.9564103 0.9358974 0.974359
## 7784 0.2217 0.9564103 0.9358974 0.974359
## 7785 0.2216 0.9564103 0.9358974 0.974359
## 7786 0.2215 0.9564103 0.9358974 0.974359
## 7787 0.2214 0.9564103 0.9358974 0.974359
## 7788 0.2213 0.9564103 0.9358974 0.974359
## 7789 0.2212 0.9564103 0.9358974 0.974359
## 7790 0.2211 0.9564103 0.9358974 0.974359
## 7791 0.2210 0.9564103 0.9358974 0.974359
## 7792 0.2209 0.9564103 0.9358974 0.974359
## 7793 0.2208 0.9564103 0.9358974 0.974359
## 7794 0.2207 0.9564103 0.9358974 0.974359
## 7795 0.2206 0.9564103 0.9358974 0.974359
## 7796 0.2205 0.9564103 0.9358974 0.974359
## 7797 0.2204 0.9564103 0.9358974 0.974359
## 7798 0.2203 0.9564103 0.9358974 0.974359
## 7799 0.2202 0.9564103 0.9358974 0.974359
## 7800 0.2201 0.9564103 0.9358974 0.974359
## 7801 0.2200 0.9564103 0.9358974 0.974359
## 7802 0.2199 0.9564103 0.9358974 0.974359
## 7803 0.2198 0.9564103 0.9358974 0.974359
## 7804 0.2197 0.9564103 0.9358974 0.974359
## 7805 0.2196 0.9564103 0.9358974 0.974359
## 7806 0.2195 0.9564103 0.9358974 0.974359
## 7807 0.2194 0.9564103 0.9358974 0.974359
## 7808 0.2193 0.9564103 0.9358974 0.974359
## 7809 0.2192 0.9564103 0.9358974 0.974359
## 7810 0.2191 0.9564103 0.9358974 0.974359
## 7811 0.2190 0.9564103 0.9358974 0.974359
## 7812 0.2189 0.9564103 0.9358974 0.974359
## 7813 0.2188 0.9564103 0.9358974 0.974359
## 7814 0.2187 0.9564103 0.9358974 0.974359
## 7815 0.2186 0.9564103 0.9358974 0.974359
## 7816 0.2185 0.9564103 0.9358974 0.974359
## 7817 0.2184 0.9564103 0.9358974 0.974359
## 7818 0.2183 0.9564103 0.9358974 0.974359
## 7819 0.2182 0.9564103 0.9358974 0.974359
## 7820 0.2181 0.9564103 0.9358974 0.974359
## 7821 0.2180 0.9564103 0.9358974 0.974359
## 7822 0.2179 0.9564103 0.9358974 0.974359
## 7823 0.2178 0.9564103 0.9358974 0.974359
## 7824 0.2177 0.9564103 0.9358974 0.974359
## 7825 0.2176 0.9564103 0.9358974 0.974359
## 7826 0.2175 0.9564103 0.9358974 0.974359
## 7827 0.2174 0.9564103 0.9358974 0.974359
## 7828 0.2173 0.9564103 0.9358974 0.974359
## 7829 0.2172 0.9564103 0.9358974 0.974359
## 7830 0.2171 0.9564103 0.9358974 0.974359
## 7831 0.2170 0.9564103 0.9358974 0.974359
## 7832 0.2169 0.9564103 0.9358974 0.974359
## 7833 0.2168 0.9564103 0.9358974 0.974359
## 7834 0.2167 0.9564103 0.9358974 0.974359
## 7835 0.2166 0.9564103 0.9358974 0.974359
## 7836 0.2165 0.9564103 0.9358974 0.974359
## 7837 0.2164 0.9564103 0.9358974 0.974359
## 7838 0.2163 0.9564103 0.9358974 0.974359
## 7839 0.2162 0.9564103 0.9358974 0.974359
## 7840 0.2161 0.9564103 0.9358974 0.974359
## 7841 0.2160 0.9564103 0.9358974 0.974359
## 7842 0.2159 0.9564103 0.9358974 0.974359
## 7843 0.2158 0.9564103 0.9358974 0.974359
## 7844 0.2157 0.9564103 0.9358974 0.974359
## 7845 0.2156 0.9564103 0.9358974 0.974359
## 7846 0.2155 0.9564103 0.9358974 0.974359
## 7847 0.2154 0.9564103 0.9358974 0.974359
## 7848 0.2153 0.9564103 0.9358974 0.974359
## 7849 0.2152 0.9564103 0.9358974 0.974359
## 7850 0.2151 0.9564103 0.9358974 0.974359
## 7851 0.2150 0.9564103 0.9358974 0.974359
## 7852 0.2149 0.9564103 0.9358974 0.974359
## 7853 0.2148 0.9564103 0.9358974 0.974359
## 7854 0.2147 0.9564103 0.9358974 0.974359
## 7855 0.2146 0.9564103 0.9358974 0.974359
## 7856 0.2145 0.9564103 0.9358974 0.974359
## 7857 0.2144 0.9564103 0.9358974 0.974359
## 7858 0.2143 0.9564103 0.9358974 0.974359
## 7859 0.2142 0.9564103 0.9358974 0.974359
## 7860 0.2141 0.9564103 0.9358974 0.974359
## 7861 0.2140 0.9564103 0.9358974 0.974359
## 7862 0.2139 0.9564103 0.9358974 0.974359
## 7863 0.2138 0.9564103 0.9358974 0.974359
## 7864 0.2137 0.9564103 0.9358974 0.974359
## 7865 0.2136 0.9564103 0.9358974 0.974359
## 7866 0.2135 0.9564103 0.9358974 0.974359
## 7867 0.2134 0.9564103 0.9358974 0.974359
## 7868 0.2133 0.9564103 0.9358974 0.974359
## 7869 0.2132 0.9564103 0.9358974 0.974359
## 7870 0.2131 0.9564103 0.9358974 0.974359
## 7871 0.2130 0.9564103 0.9358974 0.974359
## 7872 0.2129 0.9564103 0.9358974 0.974359
## 7873 0.2128 0.9564103 0.9358974 0.974359
## 7874 0.2127 0.9564103 0.9358974 0.974359
## 7875 0.2126 0.9564103 0.9358974 0.974359
## 7876 0.2125 0.9564103 0.9358974 0.974359
## 7877 0.2124 0.9564103 0.9358974 0.974359
## 7878 0.2123 0.9564103 0.9358974 0.974359
## 7879 0.2122 0.9564103 0.9358974 0.974359
## 7880 0.2121 0.9564103 0.9358974 0.974359
## 7881 0.2120 0.9564103 0.9358974 0.974359
## 7882 0.2119 0.9564103 0.9358974 0.974359
## 7883 0.2118 0.9564103 0.9358974 0.974359
## 7884 0.2117 0.9564103 0.9358974 0.974359
## 7885 0.2116 0.9564103 0.9358974 0.974359
## 7886 0.2115 0.9564103 0.9358974 0.974359
## 7887 0.2114 0.9564103 0.9358974 0.974359
## 7888 0.2113 0.9564103 0.9358974 0.974359
## 7889 0.2112 0.9564103 0.9358974 0.974359
## 7890 0.2111 0.9564103 0.9358974 0.974359
## 7891 0.2110 0.9564103 0.9358974 0.974359
## 7892 0.2109 0.9564103 0.9358974 0.974359
## 7893 0.2108 0.9564103 0.9358974 0.974359
## 7894 0.2107 0.9564103 0.9358974 0.974359
## 7895 0.2106 0.9564103 0.9358974 0.974359
## 7896 0.2105 0.9564103 0.9358974 0.974359
## 7897 0.2104 0.9564103 0.9358974 0.974359
## 7898 0.2103 0.9564103 0.9358974 0.974359
## 7899 0.2102 0.9564103 0.9358974 0.974359
## 7900 0.2101 0.9564103 0.9358974 0.974359
## 7901 0.2100 0.9564103 0.9358974 0.974359
## 7902 0.2099 0.9564103 0.9358974 0.974359
## 7903 0.2098 0.9564103 0.9358974 0.974359
## 7904 0.2097 0.9564103 0.9358974 0.974359
## 7905 0.2096 0.9564103 0.9358974 0.974359
## 7906 0.2095 0.9564103 0.9358974 0.974359
## 7907 0.2094 0.9564103 0.9358974 0.974359
## 7908 0.2093 0.9564103 0.9358974 0.974359
## 7909 0.2092 0.9564103 0.9358974 0.974359
## 7910 0.2091 0.9564103 0.9358974 0.974359
## 7911 0.2090 0.9564103 0.9358974 0.974359
## 7912 0.2089 0.9564103 0.9358974 0.974359
## 7913 0.2088 0.9564103 0.9358974 0.974359
## 7914 0.2087 0.9564103 0.9358974 0.974359
## 7915 0.2086 0.9564103 0.9358974 0.974359
## 7916 0.2085 0.9564103 0.9358974 0.974359
## 7917 0.2084 0.9564103 0.9358974 0.974359
## 7918 0.2083 0.9564103 0.9358974 0.974359
## 7919 0.2082 0.9564103 0.9358974 0.974359
## 7920 0.2081 0.9564103 0.9358974 0.974359
## 7921 0.2080 0.9564103 0.9358974 0.974359
## 7922 0.2079 0.9564103 0.9358974 0.974359
## 7923 0.2078 0.9564103 0.9358974 0.974359
## 7924 0.2077 0.9564103 0.9358974 0.974359
## 7925 0.2076 0.9564103 0.9358974 0.974359
## 7926 0.2075 0.9564103 0.9358974 0.974359
## 7927 0.2074 0.9564103 0.9358974 0.974359
## 7928 0.2073 0.9564103 0.9358974 0.974359
## 7929 0.2072 0.9564103 0.9358974 0.974359
## 7930 0.2071 0.9564103 0.9358974 0.974359
## 7931 0.2070 0.9564103 0.9358974 0.974359
## 7932 0.2069 0.9564103 0.9358974 0.974359
## 7933 0.2068 0.9564103 0.9358974 0.974359
## 7934 0.2067 0.9564103 0.9358974 0.974359
## 7935 0.2066 0.9564103 0.9358974 0.974359
## 7936 0.2065 0.9564103 0.9358974 0.974359
## 7937 0.2064 0.9564103 0.9358974 0.974359
## 7938 0.2063 0.9564103 0.9358974 0.974359
## 7939 0.2062 0.9564103 0.9358974 0.974359
## 7940 0.2061 0.9564103 0.9358974 0.974359
## 7941 0.2060 0.9564103 0.9358974 0.974359
## 7942 0.2059 0.9564103 0.9358974 0.974359
## 7943 0.2058 0.9564103 0.9358974 0.974359
## 7944 0.2057 0.9564103 0.9358974 0.974359
## 7945 0.2056 0.9564103 0.9358974 0.974359
## 7946 0.2055 0.9564103 0.9358974 0.974359
## 7947 0.2054 0.9564103 0.9358974 0.974359
## 7948 0.2053 0.9564103 0.9358974 0.974359
## 7949 0.2052 0.9564103 0.9358974 0.974359
## 7950 0.2051 0.9564103 0.9358974 0.974359
## 7951 0.2050 0.9564103 0.9358974 0.974359
## 7952 0.2049 0.9564103 0.9358974 0.974359
## 7953 0.2048 0.9564103 0.9358974 0.974359
## 7954 0.2047 0.9564103 0.9358974 0.974359
## 7955 0.2046 0.9564103 0.9358974 0.974359
## 7956 0.2045 0.9564103 0.9358974 0.974359
## 7957 0.2044 0.9564103 0.9358974 0.974359
## 7958 0.2043 0.9564103 0.9358974 0.974359
## 7959 0.2042 0.9564103 0.9358974 0.974359
## 7960 0.2041 0.9564103 0.9358974 0.974359
## 7961 0.2040 0.9564103 0.9358974 0.974359
## 7962 0.2039 0.9564103 0.9358974 0.974359
## 7963 0.2038 0.9564103 0.9358974 0.974359
## 7964 0.2037 0.9564103 0.9358974 0.974359
## 7965 0.2036 0.9564103 0.9358974 0.974359
## 7966 0.2035 0.9564103 0.9358974 0.974359
## 7967 0.2034 0.9564103 0.9358974 0.974359
## 7968 0.2033 0.9564103 0.9358974 0.974359
## 7969 0.2032 0.9564103 0.9358974 0.974359
## 7970 0.2031 0.9564103 0.9358974 0.974359
## 7971 0.2030 0.9564103 0.9358974 0.974359
## 7972 0.2029 0.9564103 0.9358974 0.974359
## 7973 0.2028 0.9564103 0.9358974 0.974359
## 7974 0.2027 0.9564103 0.9358974 0.974359
## 7975 0.2026 0.9564103 0.9358974 0.974359
## 7976 0.2025 0.9564103 0.9358974 0.974359
## 7977 0.2024 0.9564103 0.9358974 0.974359
## 7978 0.2023 0.9564103 0.9358974 0.974359
## 7979 0.2022 0.9564103 0.9358974 0.974359
## 7980 0.2021 0.9564103 0.9358974 0.974359
## 7981 0.2020 0.9564103 0.9358974 0.974359
## 7982 0.2019 0.9564103 0.9358974 0.974359
## 7983 0.2018 0.9564103 0.9358974 0.974359
## 7984 0.2017 0.9564103 0.9358974 0.974359
## 7985 0.2016 0.9564103 0.9358974 0.974359
## 7986 0.2015 0.9564103 0.9358974 0.974359
## 7987 0.2014 0.9564103 0.9358974 0.974359
## 7988 0.2013 0.9564103 0.9358974 0.974359
## 7989 0.2012 0.9564103 0.9358974 0.974359
## 7990 0.2011 0.9564103 0.9358974 0.974359
## 7991 0.2010 0.9564103 0.9358974 0.974359
## 7992 0.2009 0.9564103 0.9358974 0.974359
## 7993 0.2008 0.9564103 0.9358974 0.974359
## 7994 0.2007 0.9564103 0.9358974 0.974359
## 7995 0.2006 0.9564103 0.9358974 0.974359
## 7996 0.2005 0.9564103 0.9358974 0.974359
## 7997 0.2004 0.9564103 0.9358974 0.974359
## 7998 0.2003 0.9564103 0.9358974 0.974359
## 7999 0.2002 0.9564103 0.9358974 0.974359
## 8000 0.2001 0.9564103 0.9358974 0.974359
## 8001 0.2000 0.9564103 0.9358974 0.974359
## 8002 0.1999 0.9564103 0.9358974 0.974359
## 8003 0.1998 0.9564103 0.9358974 0.974359
## 8004 0.1997 0.9564103 0.9358974 0.974359
## 8005 0.1996 0.9564103 0.9358974 0.974359
## 8006 0.1995 0.9564103 0.9358974 0.974359
## 8007 0.1994 0.9564103 0.9358974 0.974359
## 8008 0.1993 0.9564103 0.9358974 0.974359
## 8009 0.1992 0.9564103 0.9358974 0.974359
## 8010 0.1991 0.9564103 0.9358974 0.974359
## 8011 0.1990 0.9564103 0.9358974 0.974359
## 8012 0.1989 0.9564103 0.9358974 0.974359
## 8013 0.1988 0.9564103 0.9358974 0.974359
## 8014 0.1987 0.9564103 0.9358974 0.974359
## 8015 0.1986 0.9564103 0.9358974 0.974359
## 8016 0.1985 0.9564103 0.9358974 0.974359
## 8017 0.1984 0.9564103 0.9358974 0.974359
## 8018 0.1983 0.9564103 0.9358974 0.974359
## 8019 0.1982 0.9564103 0.9358974 0.974359
## 8020 0.1981 0.9564103 0.9358974 0.974359
## 8021 0.1980 0.9564103 0.9358974 0.974359
## 8022 0.1979 0.9564103 0.9358974 0.974359
## 8023 0.1978 0.9564103 0.9358974 0.974359
## 8024 0.1977 0.9564103 0.9358974 0.974359
## 8025 0.1976 0.9564103 0.9358974 0.974359
## 8026 0.1975 0.9564103 0.9358974 0.974359
## 8027 0.1974 0.9564103 0.9358974 0.974359
## 8028 0.1973 0.9564103 0.9358974 0.974359
## 8029 0.1972 0.9564103 0.9358974 0.974359
## 8030 0.1971 0.9564103 0.9358974 0.974359
## 8031 0.1970 0.9564103 0.9358974 0.974359
## 8032 0.1969 0.9564103 0.9358974 0.974359
## 8033 0.1968 0.9564103 0.9358974 0.974359
## 8034 0.1967 0.9564103 0.9358974 0.974359
## 8035 0.1966 0.9564103 0.9358974 0.974359
## 8036 0.1965 0.9564103 0.9358974 0.974359
## 8037 0.1964 0.9564103 0.9358974 0.974359
## 8038 0.1963 0.9564103 0.9358974 0.974359
## 8039 0.1962 0.9564103 0.9358974 0.974359
## 8040 0.1961 0.9564103 0.9358974 0.974359
## 8041 0.1960 0.9564103 0.9358974 0.974359
## 8042 0.1959 0.9564103 0.9358974 0.974359
## 8043 0.1958 0.9564103 0.9358974 0.974359
## 8044 0.1957 0.9564103 0.9358974 0.974359
## 8045 0.1956 0.9564103 0.9358974 0.974359
## 8046 0.1955 0.9564103 0.9358974 0.974359
## 8047 0.1954 0.9564103 0.9358974 0.974359
## 8048 0.1953 0.9564103 0.9358974 0.974359
## 8049 0.1952 0.9564103 0.9358974 0.974359
## 8050 0.1951 0.9564103 0.9358974 0.974359
## 8051 0.1950 0.9564103 0.9358974 0.974359
## 8052 0.1949 0.9564103 0.9358974 0.974359
## 8053 0.1948 0.9564103 0.9358974 0.974359
## 8054 0.1947 0.9564103 0.9358974 0.974359
## 8055 0.1946 0.9564103 0.9358974 0.974359
## 8056 0.1945 0.9564103 0.9358974 0.974359
## 8057 0.1944 0.9564103 0.9358974 0.974359
## 8058 0.1943 0.9564103 0.9358974 0.974359
## 8059 0.1942 0.9564103 0.9358974 0.974359
## 8060 0.1941 0.9564103 0.9358974 0.974359
## 8061 0.1940 0.9564103 0.9358974 0.974359
## 8062 0.1939 0.9564103 0.9358974 0.974359
## 8063 0.1938 0.9564103 0.9358974 0.974359
## 8064 0.1937 0.9564103 0.9358974 0.974359
## 8065 0.1936 0.9564103 0.9358974 0.974359
## 8066 0.1935 0.9564103 0.9358974 0.974359
## 8067 0.1934 0.9564103 0.9358974 0.974359
## 8068 0.1933 0.9564103 0.9358974 0.974359
## 8069 0.1932 0.9564103 0.9358974 0.974359
## 8070 0.1931 0.9564103 0.9358974 0.974359
## 8071 0.1930 0.9564103 0.9358974 0.974359
## 8072 0.1929 0.9564103 0.9358974 0.974359
## 8073 0.1928 0.9564103 0.9358974 0.974359
## 8074 0.1927 0.9564103 0.9358974 0.974359
## 8075 0.1926 0.9564103 0.9358974 0.974359
## 8076 0.1925 0.9564103 0.9358974 0.974359
## 8077 0.1924 0.9564103 0.9358974 0.974359
## 8078 0.1923 0.9564103 0.9358974 0.974359
## 8079 0.1922 0.9564103 0.9358974 0.974359
## 8080 0.1921 0.9564103 0.9358974 0.974359
## 8081 0.1920 0.9564103 0.9358974 0.974359
## 8082 0.1919 0.9564103 0.9358974 0.974359
## 8083 0.1918 0.9564103 0.9358974 0.974359
## 8084 0.1917 0.9564103 0.9358974 0.974359
## 8085 0.1916 0.9564103 0.9358974 0.974359
## 8086 0.1915 0.9564103 0.9358974 0.974359
## 8087 0.1914 0.9564103 0.9358974 0.974359
## 8088 0.1913 0.9564103 0.9358974 0.974359
## 8089 0.1912 0.9564103 0.9358974 0.974359
## 8090 0.1911 0.9564103 0.9358974 0.974359
## 8091 0.1910 0.9564103 0.9358974 0.974359
## 8092 0.1909 0.9564103 0.9358974 0.974359
## 8093 0.1908 0.9564103 0.9358974 0.974359
## 8094 0.1907 0.9564103 0.9358974 0.974359
## 8095 0.1906 0.9564103 0.9358974 0.974359
## 8096 0.1905 0.9564103 0.9358974 0.974359
## 8097 0.1904 0.9564103 0.9358974 0.974359
## 8098 0.1903 0.9564103 0.9358974 0.974359
## 8099 0.1902 0.9564103 0.9358974 0.974359
## 8100 0.1901 0.9564103 0.9358974 0.974359
## 8101 0.1900 0.9564103 0.9358974 0.974359
## 8102 0.1899 0.9564103 0.9358974 0.974359
## 8103 0.1898 0.9564103 0.9358974 0.974359
## 8104 0.1897 0.9564103 0.9358974 0.974359
## 8105 0.1896 0.9564103 0.9358974 0.974359
## 8106 0.1895 0.9564103 0.9358974 0.974359
## 8107 0.1894 0.9564103 0.9358974 0.974359
## 8108 0.1893 0.9564103 0.9358974 0.974359
## 8109 0.1892 0.9564103 0.9358974 0.974359
## 8110 0.1891 0.9564103 0.9358974 0.974359
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## 8873 0.1128 0.9564103 0.9358974 0.974359
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## 8890 0.1111 0.9564103 0.9358974 0.974359
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## 8898 0.1103 0.9564103 0.9358974 0.974359
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## 8994 0.1007 0.9564103 0.9358974 0.974359
## 8995 0.1006 0.9564103 0.9358974 0.974359
## 8996 0.1005 0.9564103 0.9358974 0.974359
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## 8999 0.1002 0.9564103 0.9358974 0.974359
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## 9084 0.0917 0.9564103 0.9358974 0.974359
## 9085 0.0916 0.9564103 0.9358974 0.974359
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## 9735 0.0266 0.9564103 0.9358974 0.974359
## 9736 0.0265 0.9564103 0.9358974 0.974359
## 9737 0.0264 0.9564103 0.9358974 0.974359
## 9738 0.0263 0.9564103 0.9358974 0.974359
## 9739 0.0262 0.9564103 0.9358974 0.974359
## 9740 0.0261 0.9564103 0.9358974 0.974359
## 9741 0.0260 0.9564103 0.9358974 0.974359
## 9742 0.0259 0.9564103 0.9358974 0.974359
## 9743 0.0258 0.9564103 0.9358974 0.974359
## 9744 0.0257 0.9564103 0.9358974 0.974359
## 9745 0.0256 0.9564103 0.9358974 0.974359
## 9746 0.0255 0.9564103 0.9358974 0.974359
## 9747 0.0254 0.9564103 0.9358974 0.974359
## 9748 0.0253 0.9564103 0.9358974 0.974359
## 9749 0.0252 0.9564103 0.9358974 0.974359
## 9750 0.0251 0.9564103 0.9358974 0.974359
## 9751 0.0250 0.9564103 0.9358974 0.974359
## 9752 0.0249 0.9564103 0.9358974 0.974359
## 9753 0.0248 0.9564103 0.9358974 0.974359
## 9754 0.0247 0.9564103 0.9358974 0.974359
## 9755 0.0246 0.9564103 0.9358974 0.974359
## 9756 0.0245 0.9564103 0.9358974 0.974359
## 9757 0.0244 0.9564103 0.9358974 0.974359
## 9758 0.0243 0.9564103 0.9358974 0.974359
## 9759 0.0242 0.9564103 0.9358974 0.974359
## 9760 0.0241 0.9564103 0.9358974 0.974359
## 9761 0.0240 0.9564103 0.9358974 0.974359
## 9762 0.0239 0.9564103 0.9358974 0.974359
## 9763 0.0238 0.9564103 0.9358974 0.974359
## 9764 0.0237 0.9564103 0.9358974 0.974359
## 9765 0.0236 0.9564103 0.9358974 0.974359
## 9766 0.0235 0.9564103 0.9358974 0.974359
## 9767 0.0234 0.9564103 0.9358974 0.974359
## 9768 0.0233 0.9564103 0.9358974 0.974359
## 9769 0.0232 0.9564103 0.9358974 0.974359
## 9770 0.0231 0.9564103 0.9358974 0.974359
## 9771 0.0230 0.9564103 0.9358974 0.974359
## 9772 0.0229 0.9564103 0.9358974 0.974359
## 9773 0.0228 0.9564103 0.9358974 0.974359
## 9774 0.0227 0.9564103 0.9358974 0.974359
## 9775 0.0226 0.9564103 0.9358974 0.974359
## 9776 0.0225 0.9564103 0.9358974 0.974359
## 9777 0.0224 0.9564103 0.9358974 0.974359
## 9778 0.0223 0.9564103 0.9358974 0.974359
## 9779 0.0222 0.9564103 0.9358974 0.974359
## 9780 0.0221 0.9564103 0.9358974 0.974359
## 9781 0.0220 0.9564103 0.9358974 0.974359
## 9782 0.0219 0.9564103 0.9358974 0.974359
## 9783 0.0218 0.9564103 0.9358974 0.974359
## 9784 0.0217 0.9564103 0.9358974 0.974359
## 9785 0.0216 0.9564103 0.9358974 0.974359
## 9786 0.0215 0.9564103 0.9358974 0.974359
## 9787 0.0214 0.9564103 0.9358974 0.974359
## 9788 0.0213 0.9564103 0.9358974 0.974359
## 9789 0.0212 0.9564103 0.9358974 0.974359
## 9790 0.0211 0.9564103 0.9358974 0.974359
## 9791 0.0210 0.9564103 0.9358974 0.974359
## 9792 0.0209 0.9564103 0.9358974 0.974359
## 9793 0.0208 0.9564103 0.9358974 0.974359
## 9794 0.0207 0.9564103 0.9358974 0.974359
## 9795 0.0206 0.9564103 0.9358974 0.974359
## 9796 0.0205 0.9564103 0.9358974 0.974359
## 9797 0.0204 0.9564103 0.9358974 0.974359
## 9798 0.0203 0.9564103 0.9358974 0.974359
## 9799 0.0202 0.9564103 0.9358974 0.974359
## 9800 0.0201 0.9564103 0.9358974 0.974359
## 9801 0.0200 0.9564103 0.9358974 0.974359
## 9802 0.0199 0.9564103 0.9358974 0.974359
## 9803 0.0198 0.9564103 0.9358974 0.974359
## 9804 0.0197 0.9564103 0.9358974 0.974359
## 9805 0.0196 0.9564103 0.9358974 0.974359
## 9806 0.0195 0.9564103 0.9358974 0.974359
## 9807 0.0194 0.9564103 0.9358974 0.974359
## 9808 0.0193 0.9564103 0.9358974 0.974359
## 9809 0.0192 0.9564103 0.9358974 0.974359
## 9810 0.0191 0.9564103 0.9358974 0.974359
## 9811 0.0190 0.9564103 0.9358974 0.974359
## 9812 0.0189 0.9564103 0.9358974 0.974359
## 9813 0.0188 0.9564103 0.9358974 0.974359
## 9814 0.0187 0.9564103 0.9358974 0.974359
## 9815 0.0186 0.9564103 0.9358974 0.974359
## 9816 0.0185 0.9564103 0.9358974 0.974359
## 9817 0.0184 0.9564103 0.9358974 0.974359
## 9818 0.0183 0.9564103 0.9358974 0.974359
## 9819 0.0182 0.9564103 0.9358974 0.974359
## 9820 0.0181 0.9564103 0.9358974 0.974359
## 9821 0.0180 0.9564103 0.9358974 0.974359
## 9822 0.0179 0.9564103 0.9358974 0.974359
## 9823 0.0178 0.9564103 0.9358974 0.974359
## 9824 0.0177 0.9564103 0.9358974 0.974359
## 9825 0.0176 0.9564103 0.9358974 0.974359
## 9826 0.0175 0.9564103 0.9358974 0.974359
## 9827 0.0174 0.9564103 0.9358974 0.974359
## 9828 0.0173 0.9564103 0.9358974 0.974359
## 9829 0.0172 0.9564103 0.9358974 0.974359
## 9830 0.0171 0.9564103 0.9358974 0.974359
## 9831 0.0170 0.9564103 0.9358974 0.974359
## 9832 0.0169 0.9564103 0.9358974 0.974359
## 9833 0.0168 0.9564103 0.9358974 0.974359
## 9834 0.0167 0.9564103 0.9358974 0.974359
## 9835 0.0166 0.9564103 0.9358974 0.974359
## 9836 0.0165 0.9564103 0.9358974 0.974359
## 9837 0.0164 0.9564103 0.9358974 0.974359
## 9838 0.0163 0.9564103 0.9358974 0.974359
## 9839 0.0162 0.9564103 0.9358974 0.974359
## 9840 0.0161 0.9564103 0.9358974 0.974359
## 9841 0.0160 0.9564103 0.9358974 0.974359
## 9842 0.0159 0.9564103 0.9358974 0.974359
## 9843 0.0158 0.9564103 0.9358974 0.974359
## 9844 0.0157 0.9564103 0.9358974 0.974359
## 9845 0.0156 0.9564103 0.9358974 0.974359
## 9846 0.0155 0.9564103 0.9358974 0.974359
## 9847 0.0154 0.9564103 0.9358974 0.974359
## 9848 0.0153 0.9564103 0.9358974 0.974359
## 9849 0.0152 0.9564103 0.9358974 0.974359
## 9850 0.0151 0.9564103 0.9358974 0.974359
## 9851 0.0150 0.9564103 0.9358974 0.974359
## 9852 0.0149 0.9564103 0.9358974 0.974359
## 9853 0.0148 0.9564103 0.9358974 0.974359
## 9854 0.0147 0.9564103 0.9358974 0.974359
## 9855 0.0146 0.9564103 0.9358974 0.974359
## 9856 0.0145 0.9564103 0.9358974 0.974359
## 9857 0.0144 0.9564103 0.9358974 0.974359
## 9858 0.0143 0.9564103 0.9358974 0.974359
## 9859 0.0142 0.9564103 0.9358974 0.974359
## 9860 0.0141 0.9564103 0.9358974 0.974359
## 9861 0.0140 0.9564103 0.9358974 0.974359
## 9862 0.0139 0.9564103 0.9358974 0.974359
## 9863 0.0138 0.9564103 0.9358974 0.974359
## 9864 0.0137 0.9564103 0.9358974 0.974359
## 9865 0.0136 0.9564103 0.9358974 0.974359
## 9866 0.0135 0.9564103 0.9358974 0.974359
## 9867 0.0134 0.9564103 0.9358974 0.974359
## 9868 0.0133 0.9564103 0.9358974 0.974359
## 9869 0.0132 0.9564103 0.9358974 0.974359
## 9870 0.0131 0.9564103 0.9358974 0.974359
## 9871 0.0130 0.9564103 0.9358974 0.974359
## 9872 0.0129 0.9564103 0.9358974 0.974359
## 9873 0.0128 0.9564103 0.9358974 0.974359
## 9874 0.0127 0.9564103 0.9358974 0.974359
## 9875 0.0126 0.9564103 0.9358974 0.974359
## 9876 0.0125 0.9564103 0.9358974 0.974359
## 9877 0.0124 0.9564103 0.9358974 0.974359
## 9878 0.0123 0.9564103 0.9358974 0.974359
## 9879 0.0122 0.9564103 0.9358974 0.974359
## 9880 0.0121 0.9564103 0.9358974 0.974359
## 9881 0.0120 0.9564103 0.9358974 0.974359
## 9882 0.0119 0.9564103 0.9358974 0.974359
## 9883 0.0118 0.9564103 0.9358974 0.974359
## 9884 0.0117 0.9564103 0.9358974 0.974359
## 9885 0.0116 0.9564103 0.9358974 0.974359
## 9886 0.0115 0.9564103 0.9358974 0.974359
## 9887 0.0114 0.9564103 0.9358974 0.974359
## 9888 0.0113 0.9564103 0.9358974 0.974359
## 9889 0.0112 0.9564103 0.9358974 0.974359
## 9890 0.0111 0.9564103 0.9358974 0.974359
## 9891 0.0110 0.9564103 0.9358974 0.974359
## 9892 0.0109 0.9564103 0.9358974 0.974359
## 9893 0.0108 0.9564103 0.9358974 0.974359
## 9894 0.0107 0.9564103 0.9358974 0.974359
## 9895 0.0106 0.9564103 0.9358974 0.974359
## 9896 0.0105 0.9564103 0.9358974 0.974359
## 9897 0.0104 0.9564103 0.9358974 0.974359
## 9898 0.0103 0.9564103 0.9358974 0.974359
## 9899 0.0102 0.9564103 0.9358974 0.974359
## 9900 0.0101 0.9564103 0.9358974 0.974359
## 9901 0.0100 0.9564103 0.9358974 0.974359
## 9902 0.0099 0.9564103 0.9358974 0.974359
## 9903 0.0098 0.9564103 0.9358974 0.974359
## 9904 0.0097 0.9564103 0.9358974 0.974359
## 9905 0.0096 0.9564103 0.9358974 0.974359
## 9906 0.0095 0.9564103 0.9358974 0.974359
## 9907 0.0094 0.9564103 0.9358974 0.974359
## 9908 0.0093 0.9564103 0.9358974 0.974359
## 9909 0.0092 0.9564103 0.9358974 0.974359
## 9910 0.0091 0.9564103 0.9358974 0.974359
## 9911 0.0090 0.9564103 0.9358974 0.974359
## 9912 0.0089 0.9564103 0.9358974 0.974359
## 9913 0.0088 0.9564103 0.9358974 0.974359
## 9914 0.0087 0.9564103 0.9358974 0.974359
## 9915 0.0086 0.9564103 0.9358974 0.974359
## 9916 0.0085 0.9564103 0.9358974 0.974359
## 9917 0.0084 0.9564103 0.9358974 0.974359
## 9918 0.0083 0.9564103 0.9358974 0.974359
## 9919 0.0082 0.9564103 0.9358974 0.974359
## 9920 0.0081 0.9564103 0.9358974 0.974359
## 9921 0.0080 0.9564103 0.9358974 0.974359
## 9922 0.0079 0.9564103 0.9358974 0.974359
## 9923 0.0078 0.9564103 0.9358974 0.974359
## 9924 0.0077 0.9564103 0.9358974 0.974359
## 9925 0.0076 0.9564103 0.9358974 0.974359
## 9926 0.0075 0.9564103 0.9358974 0.974359
## 9927 0.0074 0.9564103 0.9358974 0.974359
## 9928 0.0073 0.9564103 0.9358974 0.974359
## 9929 0.0072 0.9564103 0.9358974 0.974359
## 9930 0.0071 0.9564103 0.9358974 0.974359
## 9931 0.0070 0.9564103 0.9358974 0.974359
## 9932 0.0069 0.9564103 0.9358974 0.974359
## 9933 0.0068 0.9564103 0.9358974 0.974359
## 9934 0.0067 0.9564103 0.9358974 0.974359
## 9935 0.0066 0.9564103 0.9358974 0.974359
## 9936 0.0065 0.9564103 0.9358974 0.974359
## 9937 0.0064 0.9564103 0.9358974 0.974359
## 9938 0.0063 0.9564103 0.9358974 0.974359
## 9939 0.0062 0.9564103 0.9358974 0.974359
## 9940 0.0061 0.9564103 0.9358974 0.974359
## 9941 0.0060 0.9564103 0.9358974 0.974359
## 9942 0.0059 0.9564103 0.9358974 0.974359
## 9943 0.0058 0.9564103 0.9358974 0.974359
## 9944 0.0057 0.9564103 0.9358974 0.974359
## 9945 0.0056 0.9564103 0.9358974 0.974359
## 9946 0.0055 0.9564103 0.9358974 0.974359
## 9947 0.0054 0.9564103 0.9358974 0.974359
## 9948 0.0053 0.9564103 0.9358974 0.974359
## 9949 0.0052 0.9564103 0.9358974 0.974359
## 9950 0.0051 0.9564103 0.9358974 0.974359
## 9951 0.0050 0.9564103 0.9358974 0.974359
## 9952 0.0049 0.9564103 0.9358974 0.974359
## 9953 0.0048 0.9564103 0.9358974 0.974359
## 9954 0.0047 0.9564103 0.9358974 0.974359
## 9955 0.0046 0.9564103 0.9358974 0.974359
## 9956 0.0045 0.9564103 0.9358974 0.974359
## 9957 0.0044 0.9564103 0.9358974 0.974359
## 9958 0.0043 0.9564103 0.9358974 0.974359
## 9959 0.0042 0.9564103 0.9358974 0.974359
## 9960 0.0041 0.9564103 0.9358974 0.974359
## 9961 0.0040 0.9564103 0.9358974 0.974359
## 9962 0.0039 0.9564103 0.9358974 0.974359
## 9963 0.0038 0.9564103 0.9358974 0.974359
## 9964 0.0037 0.9564103 0.9358974 0.974359
## 9965 0.0036 0.9564103 0.9358974 0.974359
## 9966 0.0035 0.9564103 0.9358974 0.974359
## 9967 0.0034 0.9564103 0.9358974 0.974359
## 9968 0.0033 0.9564103 0.9358974 0.974359
## 9969 0.0032 0.9564103 0.9358974 0.974359
## 9970 0.0031 0.9564103 0.9358974 0.974359
## 9971 0.0030 0.9564103 0.9358974 0.974359
## 9972 0.0029 0.9564103 0.9358974 0.974359
## 9973 0.0028 0.9564103 0.9358974 0.974359
## 9974 0.0027 0.9564103 0.9358974 0.974359
## 9975 0.0026 0.9564103 0.9358974 0.974359
## 9976 0.0025 0.9564103 0.9358974 0.974359
## 9977 0.0024 0.9564103 0.9358974 0.974359
## 9978 0.0023 0.9564103 0.9358974 0.974359
## 9979 0.0022 0.9564103 0.9358974 0.974359
## 9980 0.0021 0.9564103 0.9358974 0.974359
## 9981 0.0020 0.9564103 0.9358974 0.974359
## 9982 0.0019 0.9564103 0.9358974 0.974359
## 9983 0.0018 0.9564103 0.9358974 0.974359
## 9984 0.0017 0.9564103 0.9358974 0.974359
## 9985 0.0016 0.9564103 0.9358974 0.974359
## 9986 0.0015 0.9564103 0.9358974 0.974359
## 9987 0.0014 0.9564103 0.9358974 0.974359
## 9988 0.0013 0.9564103 0.9358974 0.974359
## 9989 0.0012 0.9564103 0.9358974 0.974359
## 9990 0.0011 0.9564103 0.9358974 0.974359
## 9991 0.0010 0.9564103 0.9358974 0.974359
## 9992 0.0009 0.9564103 0.9358974 0.974359
## 9993 0.0008 0.9564103 0.9358974 0.974359
## 9994 0.0007 0.9564103 0.9358974 0.974359
## 9995 0.0006 0.9564103 0.9358974 0.974359
## 9996 0.0005 0.9564103 0.9358974 0.974359
## 9997 0.0004 0.9564103 0.9358974 0.974359
## 9998 0.0003 0.9564103 0.9358974 0.974359
## 9999 0.0002 0.9564103 0.9358974 0.974359
## 10000 0.0001 0.9564103 0.9358974 0.974359
## 10001 0.0000 0.9564103 0.9358974 0.974359Results
The model was evaluated by a set of validation metrics, achieving expressive results. For the accuracy of the model, the replication activity achieved results around 90.71% with a loss rate of 0.25%, which we believe to be a satisfactory percentage. On the other hand, the AUC of replication in the country did not reach such an expressive result when compared to the original study, being around 89.06% against 96.8% of the original study, which for a diagnostic tool can be considered not so efficient in general.
Finally we come to the conclusion that with 95% confidence, it is possible to affirm on these data that our sample distribution of the area under the curve is between 0.86 and 0.91 and a standard error of 0.013 , that is, in 95% of cases our trained model achieves a satisfactory classification accuracy with a variation that is between 86.4% to 91.7%.
# https://cran.r-project.org/web/packages/scifigure/vignettes/Visualizing_Scientific_Replication.html
library(scifigure)
exps = init_experiments(2, c("Kermany et al. 2018", "Reprodução"))
exps["analysis_plan", 2] = "unobserved"
exps["analysis_plan", 2] = "unobserved"
exps[c("experimenter","experimental_design", "analyst", "analysis_plan", "estimate", "claim"), 2] = "different"
sci_figure(exps, hide_stages = c("population", "hypothesis"), diff = TRUE)
Save Figures
# Save Figure
# ggsave("sci_figure.pdf", plot = last_plot(), width = 6, height = 4)
# ggplot(exps)