ModelNumb Accuracy Kappa AccuracyLower AccuracyUpper AccuracyNull AccuracyPValue McnemarPValue Sensitivity Specificity Pos Pred Value Neg Pred Value Precision Recall F1 Prevalence Detection Rate Detection Prevalence Balanced Accuracy
Model1 0.8727891 0.4669761 0.8546682 0.8894051 0.8857143 0.9433139 7.0e-07 0.9016897 0.6488095 0.9521492 0.4599156 0.9521492 0.9016897 0.9262327 0.8857143 0.7986395 0.8387755 0.7752496
Model2 0.8455782 0.3529603 0.8260781 0.8636860 0.8857143 0.9999985 6.4e-06 0.8863287 0.5297619 0.9359286 0.3755274 0.9359286 0.8863287 0.9104536 0.8857143 0.7850340 0.8387755 0.7080453
Model3 0.8571429 0.2936476 0.8382017 0.8746440 0.9394558 1.0000000 0.0e+00 0.8703838 0.6516854 0.9748581 0.2447257 0.9748581 0.8703838 0.9196634 0.9394558 0.8176871 0.8387755 0.7610346
Model4 0.8625850 0.4186060 0.8439204 0.8797871 0.8891156 0.9992793 3.0e-07 0.8944147 0.6073620 0.9480941 0.4177215 0.9480941 0.8944147 0.9204724 0.8891156 0.7952381 0.8387755 0.7508883
Model5 0.8741497 0.4685716 0.8561039 0.8906848 0.8884354 0.9607444 1.0e-07 0.9012251 0.6585366 0.9545823 0.4556962 0.9545823 0.9012251 0.9271367 0.8884354 0.8006803 0.8387755 0.7798809
Model6 0.8442177 0.3317731 0.8246542 0.8623944 0.8938776 1.0000000 1.0e-07 0.8820396 0.5256410 0.9399838 0.3459916 0.9399838 0.8820396 0.9100903 0.8938776 0.7884354 0.8387755 0.7038403
Model7 0.8571429 0.2936476 0.8382017 0.8746440 0.9394558 1.0000000 0.0e+00 0.8703838 0.6516854 0.9748581 0.2447257 0.9748581 0.8703838 0.9196634 0.9394558 0.8176871 0.8387755 0.7610346
Model8 0.8639456 0.3808988 0.8453515 0.8810715 0.9136054 1.0000000 0.0e+00 0.8845867 0.6456693 0.9635036 0.3459916 0.9635036 0.8845867 0.9223602 0.9136054 0.8081633 0.8387755 0.7651280