Table 3 Test set accuracy and f-score for new Quora dataset.
From: Interactive learning system neural network algorithm optimization
Model | Accuracy(%) | F-score |
---|---|---|
Decision Tree | 73.2 | 65.5 |
Gradient Boosting | 75.0 | 66.5 |
Random Forest LSTM LSTM + Attention CBOW | 75.7 81.4 81.8 83.4 | 66.9 75.4 75.5 77.8 |
Siamese LSTM + Attention | 89.1 | 83.5 |