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Accuracies of various methods for ADR prediction
| Method | Accuracy |
|---|---|
| TD-based logistic regression | 0.63 |
| Naive Bayes | 0.64 |
| SVM (linear) | 0.63 |
| SVM (RBF) | 0.63 |
| Text-CNN | 0.58 |
| Text-CNN with pretrained embedding | 0.58 |
| LSTM | 0.61 |
| LSTM with pretrained embedding | 0.57 |
ADR: adverse drug reaction, TD: temporal difference, SVM: support vector machine, RBF: radial basis function, CNN: convolutional neural network, LSTM: long short-term memory.
