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

Table 5

Training and test datasets accuracy.

No.	Classifier algorithms	Accuracy on the training dataset (%)	Accuracy on the test dataset (%)
1	K-nearest neighbor	74.0	75.0
2	Logistic regression	74.6	76.1
3	Decision tree	77.9	71.7
4	Random forest	75.1	75.0
5	Gradient boosting	81.7	75.0
6	Support vector machine	75.6	75.0
7	Deep learning	74.2	75.0
8	Naïve Bayes	73.2	73.9