Table 3 Correctly classified proteins by Weka algorithms
Algorithm | Options | Correctly classified instances without cross-validation | Correctly classified instances with cross-validation |
|---|---|---|---|
Multilayer Perceptron | -L 0.3 –M 0.2 –N 500 –V 0 –S 0 –E 20 –H a | 99.61 % | 99.41 % |
Simple Cart | -S 1 –M 2.0 –N 5 –C 1.0 | 99.09 % | 99.22 % |
Nnge | -G 5 –I 5 | 99.09 % | 99.02 % |
J48 | -C 0.25 –M 2 | 98.96 % | 98.71 % |
Ada BoostM1 | -P 100 –S 1 –I 0 –W weka.classifiers.trees. DecisionStump | 32.51 % | 33.35 % |
Naive Bayes | - | 99.22 % | 98.90 % |