Munisa Khamza kizi Islomova

CLASS-IMBALANCE METHODS IN REGRESSION-BASED ANAEMIA SCREENING: A COMPARATIVE EVALUATION

Imbalance corrections are known to harm calibration without improving discrimination in logistic risk models, but this has not been examined where a regressor predicts a continuous marker and categories follow from diagnostic cut-offs. Using 103 pregnant women, we compared class...

CLASS-IMBALANCE METHODS IN REGRESSION-BASED ANAEMIA SCREENING: A COMPARATIVE EVALUATION

Imbalance corrections are known to harm calibration without improving discrimination in logistic risk models, but this has not been examined where a regressor predicts a continuous marker and categories follow from diagnostic cut-offs. Using 103 pregnant women, we compared class...