Predicting Divorce Prospect Using Ensemble Learning: Support Vector Machine, Linear Model, and Neural Network

Table 5

The comparison analysis of selected methods before and after hyperparameter tuning.

Proposed technique	Before hyperparameter tuning		After hyperparameter tuning
	Accuracy score	Training time (seconds)	Accuracy score	Training time (seconds)
Support vector machine (SVM)	97	0.004660367965698242	100	0.0017824172973632812
Passive aggressive classifier (PAC)	97	0.0012810230255126953	97	0.002166748046875
Neural network (MLP)	97	0.9576735496520996	100	0.4841580390930176