Table 8 Measurement evaluation of the proposed model compared to existing studies.

From: Fine tuned CatBoost machine learning approach for early detection of cardiovascular disease through predictive modeling

Sr. No

References

Algorithm

Accuracy (%)

1

26

SVM

87.12

2

27

KNN

85.5

3

28

CNN

95

4

3

Adaboost

90.33

5

2

Decision Tree

0.8372

6

Proposed method

CatBoost

99.02

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