COMPARISON RANDOM AND EXPERIMENT AUC

DEG

rocexp = read.csv("roc_deg.csv", header = FALSE)
rocrnd = read.csv("roc_deg_random.csv", header = FALSE)
wilcox.test(rocexp$V1, rocrnd$V1, paired = TRUE)

## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  rocexp$V1 and rocrnd$V1
## V = 5050, p-value < 2.2e-16
## alternative hypothesis: true location shift is not equal to 0

NEIGH

rocexp = read.csv("roc_neigh.csv", header = FALSE)
rocrnd = read.csv("roc_neigh_random.csv", header = FALSE)
wilcox.test(rocexp$V1, rocrnd$V1, paired = TRUE)

## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  rocexp$V1 and rocrnd$V1
## V = 3448, p-value = 0.0006917
## alternative hypothesis: true location shift is not equal to 0

BET-SP

rocexp = read.csv("roc_bet_sp.csv", header = FALSE)
rocrnd = read.csv("roc_bet_sp_random.csv", header = FALSE)
wilcox.test(rocexp$V1, rocrnd$V1, paired = TRUE)

## 
##  Wilcoxon signed rank test with continuity correction
## 
## data:  rocexp$V1 and rocrnd$V1
## V = 5050, p-value < 2.2e-16
## alternative hypothesis: true location shift is not equal to 0