Table 4 Evaluation of model stability and overfitting prevention.

From: Unveiling potent xanthine oxidase inhibitors in two Balanophora spp. using machine learning-based virtual screening and molecular docking approach

Fingerprint

Difference in accuracy values

Training accuracy (%)

Validation accuracy (%)

Test accuracy (%)

MACCS-167bits

85.8

83.6

82.2

ECFP4-1024bits

91.1

91.1

87.7

ECFP4-2048bits

86.9

85.5

84.9

ECFP6-1024bits

92.5

93.9

89.0

ECFP6-2048bits

90.5

90.5

86.3

Back to article page