From: Using machine learning algorithms to identify genes essential for cell survival
Classifiers | Time (sec) | TPR | FPR | Precision | Recall | F-Measure |
---|---|---|---|---|---|---|
ZeroR | 2.45 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
NaiveBayes | 28.82 | 0.83 | 0.04 | 0.59 | 0.83 | 0.69 |
KNN | 3.22 | 0.14 | 0.00 | 0.90 | 0.14 | 0.25 |
J48 | 116.14 | 0.83 | 0.00 | 0.93 | 0.83 | 0.88 |
RandomForest | 70.66 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
SMO | 6.46 | 0.82 | 0.01 | 0.93 | 0.82 | 0.87 |
OneR | 12.94 | 0.42 | 0.00 | 0.98 | 0.42 | 0.59 |