Estimation of Chronic Illness Severity Based on Machine Learning Methods

Table 3

Classifier performance comparison.

	Precision	Recall	score
LR with L1 regularization	0.79	0.79	0.79
LR with L2 regularization	0.79	0.72	0.66
SVM linear	0.80	0.79	0.79
SVM RBF	0.48	0.48	0.31
Random Forest	0.82	0.82	0.82
XGBoost	0.85	0.85	0.85
LightGBM	0.85	0.84	0.84