Fitness Functions for Logistic Regression

ROC Measure

Bounded ROC

ROC with MSE

Symmetric ROC

Bounded Symmetric ROC

Rank Measure

Bounded Rank

Rank with MSE

Quantile Spread

Bounded Quantile Spread

Quantile Spread with MSE

Maximum Likelihood

Hinge Loss

Logistic RMSE

Dual Margin

Margin with Penalty

Triple Margin

Bounded Triple Margin

Enhanced Triple Margin

Bounded Enhanced Triple Margin

Entropy

Entropy with MSE

Purity

Purity with MSE

R-square

Bounded R-square

Positive Correl

Positive Correl with MSE

Bounded Positive Correl

Class Variation

MSE

RMSE

MAE

RSE

RRSE

RAE

RSE 2

RRSE 2

RAE 2

Enhanced MSE

Enhanced MAE

Enhanced RSE

Enhanced RAE

Enhanced RSE 2

Enhanced RAE 2

Hits with Punishment

Cost/Gain Matrix

Sensitivity/Specificity

PPV/NPV

SSPN

F Measure

Jaccard Similarity

Matthews Correl

Matthews Correl with MSE

False Balance

Enhanced False Balance

Relative False Balance

Enhanced Relative False Balance

Unsupervised Free-form Features

Custom

Fitness Functions for Classification

Fitness Functions for Logistic Regression

Fitness Functions for Time Series Prediction

Gene Expression Programming

What is GEP?

External Custom Fitness

What's New in GeneXproTools 5.0?