Investigation of Applying Machine Learning and Hyperparameter Tuned Deep Learning Approaches for Arrhythmia Detection in ECG Images

Table 5

Performance evaluation.

Model	Precision	Recall	F1-Score	Accuracy
SVM	0.84	0.75	0.79	0.80
Naïve Bayes	0.77	0.79	0.78	0.73
Logistic Regression	0.67	0.80	0.73	0.70
CNN-Baseline model	0.88	0.90	0.89	0.91
CNN-Hyper-tuned model	0.92	0.90	0.91	0.94