V. S. Kolosov

Target variable formalization in improving the performance of models for predicting adverse cardiac events.

Introduction. Efficacy of prognostics models depends also on the clinically strict definition of the target variable, not only on the algorithms and predictors. Combining acute and chronic forms of ischemic heart disease may increase labeling noise and reduce predictive accuracy in the cardiology. Aim. To substantiate...