The average ACC, ROC-AUC, PR-AUC of DeepSTF model and its variants (DeepSTS and DeepSTC) on 165 ChIP-seq dataset test sets
Method . | ACC . | ROC-AUC . | PR-AUC . |
---|---|---|---|
DeepSTS (without TF module and Bi-LSTM module) | 0.779 | 0.824 | 0.837 |
DeepSTC (channel attention mechanism replaces the TF module) | 0.798 | 0.878 | 0.882 |
DeepSTF | 0.814 | 0.883 | 0.890 |
Method . | ACC . | ROC-AUC . | PR-AUC . |
---|---|---|---|
DeepSTS (without TF module and Bi-LSTM module) | 0.779 | 0.824 | 0.837 |
DeepSTC (channel attention mechanism replaces the TF module) | 0.798 | 0.878 | 0.882 |
DeepSTF | 0.814 | 0.883 | 0.890 |
The average ACC, ROC-AUC, PR-AUC of DeepSTF model and its variants (DeepSTS and DeepSTC) on 165 ChIP-seq dataset test sets
Method . | ACC . | ROC-AUC . | PR-AUC . |
---|---|---|---|
DeepSTS (without TF module and Bi-LSTM module) | 0.779 | 0.824 | 0.837 |
DeepSTC (channel attention mechanism replaces the TF module) | 0.798 | 0.878 | 0.882 |
DeepSTF | 0.814 | 0.883 | 0.890 |
Method . | ACC . | ROC-AUC . | PR-AUC . |
---|---|---|---|
DeepSTS (without TF module and Bi-LSTM module) | 0.779 | 0.824 | 0.837 |
DeepSTC (channel attention mechanism replaces the TF module) | 0.798 | 0.878 | 0.882 |
DeepSTF | 0.814 | 0.883 | 0.890 |
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