Best Accuracy scores. All from Part 2 unless noted:
| Author Prediction Accuracy | ||
|---|---|---|
| IDs | DEV | TEST |
| 3636 (MLPClassifier, 150 sized hidden layer, 1000 iters) | 90.41% | 85.50% |
| 1572 (MLPClassifier, 21 sized hidden layer, 250 iters) | 90.41% | 83.69% |
| 4392 (MLPClassifier, default) | 90.04% | 83.38% |
| 2436 (RidgeClassifier, default) | 91.51% | 81.57% |
| 8710 (MLPClassifier, 300 iters, 2-4grams) | 83.39% | 79.76% |
| 2628 (LinearSVC) | 87.45% | 78.85% |
| 0336 2892 (Naive Bayes) | 80.81% | 77.95% |
| 3006 6090 (PassiveAggressiveClassifier) | 85.24% | 77.04% |
| 0188 (LogisticReg) | 84.87% | 74.62% |
| 6588 1332 3378 | 84.13% | 73.11% |
| 0954 6438 | 83.03% | 72.51% |
| 7056 | 83.39% | 72.21% |
| 2280 | 83.39% | 71.90% |
| 0804 | 82.29% | 71.90% |
| 6252 5370 | 83.03% | 71.60% |