Results of the CTABLE option are shown in Output 39.1.11. Each row of the "Classification Table" corresponds to a cutpoint applied to the predicted probabilities, which is given in the Prob Level ...

The simplest method (and the default) is SELECTION=NONE, for which PROC LOGISTIC fits the complete model as specified in the MODEL statement. The other four methods are FORWARD for forward selection, ...

The BEAM algorithm takes case-control genotype ... The extra power gained by BEAM relative to that of the stepwise logistic regression is attributable to two factors incorporated in BEAM: the ...

Other machine learning binary classifiers were also explored, including Random Forest, Naïve Bayes and Neural Network algorithms. When these performances were compared to the logistic regression ...