Table 7 One-way ANOVA test for the performance evaluation of LR, DT and SVM based classification setups

Summary

 Groups

Count

Sum

Average

Variance

 Logistic regression

6

403.72

67.28

1.7478

 Decision tree

6

382.59

63.765

2.38611

 Support vector machine

6

415.2

69.2

0.69228

ANOVA

 Source of variation

SS

df

MS

F

P value

F crit

 Between Groups

91.20

2

45.60

28.34

8.02793E-06

3.68

 Within Groups

24.13

15

1.6087

 Total

115.3354944

17