TABLE I.
Model Performance for Classification of Cores in the Test Data (N = 171)
Method | Specificity | Sensitivity | Accuracy | AUC |
---|---|---|---|---|
LSTM | 0.98 | 0.76 | 0.93 | 0.96 |
GRU | 0.95 | 0.70 | 0.86 | 0.92 |
Vanilla RNN | 0.72 | 0.69 | 0.75 | 0.76 |
Spectral [17] | 0.73 | 0.63 | 0.78 | 0.76 |