Table 6 Accuracies of fine-tuning the one-layer CNN model with respect to four types of classification applications
From: Intelligent diagnosis with Chinese electronic medical records based on convolutional neural networks
The number of diseases | precision(%) | accuracy(%) | F1-score(%) |
|---|---|---|---|
7 classes | 83.94 | 83.72 | 83.78 |
8 classes | 82.35 | 82.55 | 82.27 |
32 classes | 73.09 | 73.54 | 72.5 |
63 classes | 70.59 | 71.2 | 69.61 |