Table 11 Results of paired t-tests applied between the performance metrics of Random Forest and Gradient Boosting Machine. Asterisk (*) indicate statistically significant results.

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

Performance metric

t-statistic

p-value

Accuracy

20.125

0.000*

Macro average of precision

23.401

0.000*

Macro average of recall

3.045

0.038*

Macro average of specificity

7.253

0.001*

Macro average of miss-rate

-2.901

0.044*

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