Research Article
Predicting Divorce Prospect Using Ensemble Learning: Support Vector Machine, Linear Model, and Neural Network
Table 7
The comparative analysis of the proposed ensemble techniques.
| | Proposed technique | Comparative analysis metrics | | Accuracy % | Log loss | Training time (seconds) |
| | Support vector machine (SVM) | 100 | 9.992007221626415e − 16 | 0.0017824172973632812 | | Passive aggressive classifier (PAC) | 97 | 1.0158463645561975 | 0.002166748046875s | | Neural network (MLP) | 100 | 9.992007221626415e − 16 | 0.4841580390930176 | | Ensemble learning (EL) | 100 | 9.992007221626415e − 16 | 1.0685508251190186 |
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