Automatic Prediction of Recurrence of Major Cardiovascular Events: A Text Mining Study Using Chest X-Ray Reports

Table 4

Performance comparison of different experimental scenarios using AUC and misclassification rate.

Classifier	AUC	Misclassification rate
V-LR	0.799	0.195
V-SVM	0.648	0.196
V-NN	0.651	0.201
T-LR	0.512	0.247
T-SVM	0.625	0.186
T-BiLSTM	0.570	0.300
VB-LR	0.808	0.193
VB-SVM	0.784	0.122
VC-LR	0.809	0.194
VC-SVM	0.655	0.197
MI-LR	0.811	0.203
MI-SVM	0.694	0.237
MI-CNN	0.730	0.214
MI-LSTM	0.794	0.176
MI-BiLSTM	0.847	0.143