Skip to main content

Table 8 Holm post-hoc test results based on the MMCCs

From: Boosting methods for multi-class imbalanced data classification: an experimental review

Control method (CatBoost)
Algorithm Z p-value Holm Hypothesis (α = 0.05)
AdaBoost.MH 2.444 0.0145 0.0038 Not rejected
SAMME 1.833 0.0667 0.0083 Not rejected
LogitBoost 0.48 0.6311 0.05 Not rejected
GradientBoost 1.1783 0.2386 0.0125 Not rejected
XGBoost 0.9383 0.348 0.025 Not rejected
MEBoost 1.9421 0.0521 0.0071 Not rejected
SMOTEBoost 1.1783 0.2386 0.0166 Not rejected
RUSBoost 1.9639 0.0495 0.0062 Not rejected
LightGBM 2.444 0.0145 0.0041 Not rejected
AdaC1 2.1385 0.0324 0.0055 Not rejected
AdaC2 1.7893 0.0735 0.01 Not rejected
AdaC3 2.2694 0.0232 0.005 Not rejected
AdaCost 2.3131 0.0207 0.0045 Not rejected