Table 3.

Accuracy of prediction models in various machine learning technique

Prediction model	Area under the curve
	Male	Female
Machine learning
Logistic regression	0.85	0.88
Random forest	0.83	0.88
Gradient boosting	0.83	0.88
Adaptive boosting	0.84	0.87
Support vector machine	0.85	0.88