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Table 3 Class-specific performance evaluation of proposed HDP-DTRF

From: Early prediction of heart disease with data analysis using supervised learning with stochastic gradient boosting

Method

Precision

Recall

F1-score

Accuracy

Class-0

0.87

0.79

0.83

0.98

Class-1

0.85

0.91

0.88

0.97

Macro average

0.86

0.85

0.85

0.95

Weighted average

0.86

0.86

0.85

0.96