Table 9 Final pool of selected features from the combination of statistically and biologically significant features. The cross (✖) marks indicate that the features were not statistically significant/biologically significant/selected in the final pool of features. The check (✔) marks indicate that the features were statistically significant/biologically significant/selected in the final pool of features.

From: Machine learning-based models for screening of anemia and leukemia using features of complete blood count reports

All features

Statistically significant features

Biologically significant features

Final pool of features

Gender

Age

WBC

RBC

HB

HCT

MCV

MCH

MCHC

PLT

NEUT

LYM

BASO

EO

MONO

NEUT%

LYM%

BASO%

EO%

MONO%