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Table 4 Class-0 performance comparison of various methods

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

Method

Precision

Recall

F1-score

Accuracy

KNN [15]

0.75

0.80

0.77

0.92

ILM [16]

0.80

0.70

0.75

0.91

LRC [20]

0.85

0.75

0.80

0.95

Proposed HDP-DTRF

0.87

0.79

0.83

0.98