Table 2.
Effect of batch size on results
Batch size | Accuracy | Precision | Recall | F1 score | ROC-AUC |
---|---|---|---|---|---|
100 | 0.903 | 0.91 | 0.84 | 0.87 | 0.844 |
128 | 0.935 | 0.94 | 0.77 | 0.91 | 0.861 |
ROC-AUC – Receiver operating characteristic-area under the curve
Effect of batch size on results
Batch size | Accuracy | Precision | Recall | F1 score | ROC-AUC |
---|---|---|---|---|---|
100 | 0.903 | 0.91 | 0.84 | 0.87 | 0.844 |
128 | 0.935 | 0.94 | 0.77 | 0.91 | 0.861 |
ROC-AUC – Receiver operating characteristic-area under the curve