From: Optimization of sentiment analysis using machine learning classifiers
Classifiers | Time taken (s) | Correctly classified instances | Incorrectly classified instances | Accuracy TP rate | Accuracy FP rate | Precision | F-measure |
---|---|---|---|---|---|---|---|
Naïve Bayes | 7.79 | 85.24 | 14.61 | 0.456 | 0.134 | 0.831 | 0.812 |
J-48 | 49.73 | 89.73 | 11.33 | 0.967 | 0.003 | 0.877 | 0.917 |
BFTree | 21.12 | 90.07 | 9.03 | 0.892 | 0.025 | 0.883 | 0.721 |
OneR | 24.45 | 92.34 | 8.66 | 0.9 | 0.061 | 0.913 | 0.97 |