Table 14 One-way ANOVA Test for the performance evaluation of LR, DT and SVM based classification setups (study group 2- test results)

Summary

 Groups

Count

Sum

Average

Variance

 Logistic regression

6

416.12

69.35

3.4301

 Decision tree

6

494.58

82.43

0.34992

 Support vector machine

6

418.77

69.795

1.62867

ANOVA

 Source of variation

SS

df

MS

F

P value

F crit

 Between groups

661.6750111

2

330.83

183.50

2.8522E−11

3.682

 Within groups

27.04368333

15

1.802912222

 Total

688.7186944

17