A Reliable Machine Intelligence Model for Accurate Identification of Cardiovascular Diseases Using Ensemble Techniques

Table 1

Existing models’ accuracy comparison.

Authors	Model used	Accuracy (%)
AI-Milli [9]	NN	81
Sonawane and Patil [10]	MPNN	98
Dai et al. [11]	AdaBoost	82
Radhimeenakshi [13]	SVM, ANN	86
Saqlain et al. [14]	LR and RF	80.69
Karaylan and Kilic [17]	ANN	95
Esfahani and Ghazanfari [18]	DT	86.80
Cheng and Chiu [19]	ANN	82.5
Doppala et al. [23]	Hybrid model	84.40
Nasarian et al. [24]	Hybrid feature selection	81.23
Doppala et al. [26]	Ensemble	85.24
Kumar et al. [32]	CNN	88
Bayu Adhi et al. [29]	Ensemble	93.55
Doppala et al. [30]	GA-RBF	85.40, 94.20
Waqas Nadeem et al. [34]	SVM	96.23