Acta Epileptologica

Table 3 Cross-validation performance and evaluation of the prediction model with best hyperparameters and training subsets

From: A three-dimensional conformal radiofrequency thermocoagulation method for epileptogenic zones in functional cerebral areas: evaluation and prediction of surgical outcomes

Sensor-level (training set)
Accuracy	Precision	Recall	F1-score	AUC
0.934	0.934	0.934	0.934	0.985
Sensor-level (test set)
Accuracy	Precision	Recall	F1-score	AUC
0.886	0.886	0.886	0.895	0.981
Individual-level
Patient number	Outcome	Response possibility		Predicted outcome
1	responder	0.963		responder
2	responder	0.857		responder
3	non-responder	0.143		non-responder
4	responder	0.96		responder
5	responder	0.696		responder
6	responder	1		responder
7	responder	0.615		responder
8	responder	1		responder
9	non-responder	0.05		non-responder
10	responder	0.875		responder

Abbreviation: AUC the area under the receiver operating characteristic curve

Back to article page

ISSN: 2524-4434

Contact us

Submission enquiries: Access here and click Contact Us