Table 3 The average prediction time of different methods for each EMR in test set, where “CNN” indicates the performance of the proposed model.
From: Clinical Assistant Diagnosis for Electronic Medical Record Based on Convolutional Neural Network
Method | SVM | MultinomialNB | LogisticRegression | KNeighborsClassifier | CNN |
|---|---|---|---|---|---|
Time(ms) | 180.5 ± 2.92 | 172.5 ± 2.55 | 167.5 ± 1.58 | 205.0 ± 1.0 | 13.82 ± 1.83 |
