Machine Learning Classification Techniques for Detecting the Impact of Human Resources Outcomes on Commercial Banks Performance

Table 6

Algorithms and performance measure on the classified superior class.

Classifier algorithm	Precision	Recall	F1-score
K-nearest neighbor	0.74	1.00	0.85
Logistic regression	0.75	1.00	0.85
Decision tree	0.77	0.98	0.86
Random forest	0.75	1.00	0.86
Gradient boosting	0.81	0.96	0.88
Support vector machine	0.74	1.00	0.85
Deep learning	0.74	1.00	0.85
Naïve Bayes	0.79	0.91	0.84