Systematic Framework to Predict Early-Stage Liver Carcinoma Using Hybrid of Feature Selection Techniques and Regression Techniques

Table 15

Wrapper Method-based accuracy and error rate for complete dataset during testing.

Models	Accuracy (R2-Score) testing (↑)	MSE testing (↓)
Random Forest Regression (Forward Selection)	0.9405	0.061
Random Forest Regression (Backward Elimination)	0.94	0.0613
Random Forest Regression (Bidirectional Elimination)	0.9416	0.0604