Table 6.

Statistical Evaluation of the machine learning models. Numbers 1 and 2 correspond to original-dataset and modified-dataset respectively.

Model A	Model B	mean (A)	mean (B)	diff	se	p-Tukey 1
GB 1	GB 2	0.852	0.731	0.121	0.008	0.001
GB 1	MLP 1	0.852	0.825	0.027	0.008	0.011
GB 1	MLP 2	0.852	0.752	0.100	0.008	0.001
GB 1	RF 1	0.852	0.853	−0.001	0.008	0.9
GB 1	RF 2	0.852	0.768	0.084	0.008	0.001
GB 2	MLP 1	0.731	0.825	−0.094	0.008	0.001
GB 2	MLP 2	0.731	0.752	−0.021	0.008	0.088
GB 2	RF 1	0.731	0.853	−0.122	0.008	0.001
GB 2	RF 2	0.731	0.768	−0.037	0.008	0.001
MLP 1	MLP 2	0.825	0.752	0.073	0.008	0.001
MLP 1	RF 1	0.825	0.853	−0.028	0.008	0.01
MLP 1	RF 2	0.825	0.768	0.057	0.008	0.001
MLP 2	RF 1	0.752	0.853	−0.101	0.008	0.001
MLP 2	RF 2	0.752	0.768	−0.016	0.008	0.313
RF 1	RF 2	0.853	0.768	0.085	0.008	0.001

¹p values in bold represent statistical significance, where p < 0.05.