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Table 3 The predicted and actual pIC50 of compounds for model 1

From: QSAR analysis of VEGFR-2 inhibitors based on machine learning, Topomer CoMFA and molecule docking

NO.

pIC50

NO.

pIC50

NO.

pIC50

Actual

Predict

Actual

Predict

Actual

Predict

1

6.30

6.31

22

6.98

7.05

43

6.41

5.88

2

6.00

6.14

23

6.94

6.24

44

6.4

6.60

3

6.41

6.39

24

6.93

6.41

45

6.38

7.03

4

6.72

6.72

25

6.92

7.25

46

6.3

6.11

5

6.77

6.98

26

6.91

6.85

47

6.3

7.49

6

6.87

6.74

27

6.89

6.13

48

6.29

7.48

7

6.6

6.82

28

6.87

5.85

49

6.25

6.64

8

6.58

6.81

29

6.84

6.87

50

6.23

6.24

9

6.52

6.37

30

6.77

6.03

51

6.21

6.63

10

7.37

7.40

31

6.74

7.22

52

6.15

6.27

11

7.12

6.89

32

6.73

6.81

53

6.15

7.37

12

7.08

6.78

33

6.72

7.63

54

6.13

6.52

13

6.94

7.15

34

6.7

6.22

55

6.12

6.56

14

6.25

6.45

35

6.67

7.51

56

6.00

6.16

15

6.30

6.25

36

6.63

7.48

57

6.00

6.08

16

6.93

6.70

37

6.60

7.02

58

5.98

6.981

17

7.28

7.31

38

6.58

7.28

59

5.98

6.77

18

7.62

7.37

39

6.56

6.68

60

5.94

6.11

19

7.03

7.12

40

6.56

6.37

61

5.92

5.99

20

7.38

7.41

41

6.52

7.37

62

5.87

6.88

21

5.92

5.81

42

6.46

5.93

63

5.8

6.58