Algorithms

Eruption^a

No Eruption^b

A. Mean^c

W. Mean^d

Error^e

Var %^f

Software

FF_SVCm

0.9933

0.9896

0.9915

0.9903

7.8

0.46

Semeion

FF_Sn

0.9926

0.9886

0.9906

0.9893

8.6

0.59

Semeion

FF_Bp

0.9894

0.9918

0.9906

0.9913

7.0

0.44

Semeion

Random Forest

0.9767

0.9842

0.9804

0.9826

14.0

0.86

Weka

K-CM

0.9741

0.9852

0.9797

0.9829

13.6

0.54

Semeion

kNN

0.9528

0.9852

0.9690

0.9788

16.8

0.33

Weka

Bayest Net

0.9832

0.9505

0.9669

0.9567

34.4

0.84

Weka

SMO

0.9288

0.9888

0.9588

0.9772

18.1

0.47

Weka

Logistic

0.8457

0.9770

0.9114

0.9520

38.1

0.50

Weka

Naïve Bayes

0.4514

0.9784

0.7149

0.8777

96.9

0.96

Weka