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Table 7 Performance of 2D QSAR based MLR and SVM models

From: Ki DoQ: using docking based energy scores to develop ligand based model for predicting antibacterials

Number of input variables

R

q 2

MAE

Using MLR

5

0.78

0.61

3.08

Using SVM

7

0.77

0.57

3.26

6

0.79

0.60

3.10

5

0.82

0.64

2.68

4

0.84

0.67

2.61

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BMC Bioinformatics

ISSN: 1471-2105

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