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Table 5 The statistical results of MLR models with validation techniques

From: QSAR studies on PIM1 and PIM2 inhibitors using statistical methods: a rustic strategy to screen for 5-(1H-indol-5-yl)-1,3,4-thiadiazol analogues and predict their PIM inhibitory activity

Method/parameter

R

R2

Q2

R2 test

MSE

MLR(PIM1)

0.87

0.726

0.60

0.84

0.222

MLR(PIM2)

0.91

0.825

0.73

0.74

0.184