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Precision [P.], recall [R.], F1 score [F1] of full feature space.
| % of feature space | Total # of features | Naïve Bayes | SVM (linear kernel) | SVM (RBF kernel) | MaxEnt | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| P. | R. | F1 | P. | R. | F1 | P. | R. | F1 | P. | R. | F1 | ||
| 100.00 | 45,695 | 0.761 | 0.635 | 0.688 | 0.744 | 0.802 | 0.769 | 0.714 | 0.829 | 0.765 | 0.740 | 0.790 | 0.762 |
Note: Performance of shaded region is not significantly different from the top overall model (i.e., F1 of 77.4%).
