Training and Testing Results

Bacteria

THE TESTS HAVE BEEN RUN ON THE FOLLOWING MODELS:

For 1447 features (Filtered RV + Protr using Welch T-Test)
For 9174 features (Unfiltered RV + Protr)
For 1436 features (Filtered Protr using Welch T-Test)
For 11 features (Filtered RV using Welch T-Test)
For 9154 features (Unfiltered Protr)
For 20 features (Unfiltered RV)

ROC CURVES (ENSEMBLE BY CONSENSUS)

For 1447 Features (Filtered RV + Protr using Welch T-Test) and 9174 Features (Unfiltered RV + Protr)

For 1436 features (Filtered Protr using Welch T-Test) and 11 features (Filtered RV using Welch T-Test)

For 9154 features (Unfiltered Protr) and 20 features (Unfiltered RV)

ROC CURVES (ENSEMBLE BY AVERAGE)

For 1447 Features (Filtered RV + Protr using Welch T-Test) and 9174 Features (Unfiltered RV + Protr)

For 1436 features (Filtered Protr using Welch T-Test) and 11 features (Filtered RV using Welch T-Test)

For 9154 features (Unfiltered Protr) and 20 features (Unfiltered RV)

Protozoa, Viruses, and Fungi

Training Testing Results.xlsx

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