Classifier |
Classifier Type |
Accuracy |
ZeroR |
Rules |
53.8% |
NaiveBayes |
Bayes |
60.6% |
BayesNet |
Bayes |
61.1% |
IBK |
Lazy |
49.7% |
KStar |
Lazy |
51.2% |
MultilayerPerceptron |
Functions |
52.2% |
Logistic |
Functions |
58.8% |
AdaBoostM1 |
Meta |
58.1% |
MulticlassClassifier |
Meta |
59.7% |
DecisionTable |
Rules |
57.5% |
JRip |
Rules |
56.8% |
DecisionStump |
Trees |
57.8% |
J48 |
Trees |
57.4% |
RandomTree |
Trees |
50.2% |
Classifier |
Classifier Type |
Accuracy |
ZeroR |
Rules |
80.4% |
NaiveBayes |
Bayes |
89.6% |
BayesNet |
Bayes |
89.2% |
IBK |
Lazy |
89.7% |
KStar |
Lazy |
90.3% |
MultilayerPerceptron |
Functions |
91.3% |
Logistic |
Functions |
88.5% |
AdaBoostM1 |
Meta |
90.4% |
MulticlassClassifier |
Meta |
90.1% |
DecisionTable |
Rules |
91.3% |
JRip |
Rules |
90.6% |
DecisionStump |
Trees |
90.4% |
J48 |
Trees |
90.6% |
RandomTree |
Trees |
88.1% |