Table 5 Tenfold cross-validation result of XGBoostClassifier.

Fold	Accuracy	AUC	Recall	Prec.	F1	Kappa	MCC
0	0.8667	0.9821	1.0000	0.7778	0.8750	0.7368	0.7638
1	0.9333	1.0000	1.0000	0.8750	0.9333	0.8673	0.8750
2	0.8667	0.8750	0.8571	0.8571	0.8571	0.7321	0.7321
3	0.8667	0.9286	0.8571	0.8571	0.8571	0.7321	0.7321
4	0.9333	1.0000	0.8750	1.0000	0.9333	0.8673	0.8750
5	0.8667	0.9107	0.8750	0.875	0.8750	0.7321	0.7321
6	0.8000	0.9286	0.8750	0.7778	0.8235	0.5946	0.6001
7	0.8667	0.9464	0.8750	0.875	0.8750	0.7321	0.7321
8	0.8000	0.8036	0.8750	0.7778	0.8235	0.5946	0.6001
9	0.7143	0.7551	0.7143	0.7143	0.7143	0.4286	0.4286
Mean	0.8514	0.9130	0.8804	0.8387	0.8567	0.7018	0.7071
Std	0.0622	0.0774	0.0758	0.0757	0.0594	0.1254	0.1275

Quick links

Search