An Artificial Intelligence Approach for Groutability Estimation Based on Autotuning Support Vector Machine

Table 5

The result comparison for AI methods using classification accuracy rates (%).

Fold	1	2	3	4	5	6	7	8	9	10	Average
GE-SVMAT
Train	91.7	92.6	92.6	93.1	92.6	95.4	92.6	93.5	93.5	92.1	93.0
Test	95.8	91.7	95.8	91.7	91.7	91.7	91.7	91.7	91.7	100.0	93.3
ANN
Train	93.5	93.5	93.1	93.1	90.3	92.6	92.6	91.2	92.1	91.2	92.3
Test	91.7	91.7	87.5	87.5	83.3	91.7	87.5	83.3	87.5	100.0	89.2
SVM
Train	99.5	100.0	99.5	99.1	99.5	100.0	99.5	99.5	100.0	99.5	99.6
Test	70.8	83.3	75.0	58.3	62.5	75.0	83.3	70.8	75.0	79.2	73.3