Man pages for jkapila/vcvn
Variable Selection, Curve Fitting, Variable Conversion and Normalisation
| aic | Akaike Information Criterion Score Calculation |
| auc | Arear Under Curve Score Calculation |
| bic | Bayesian Information Criterion Score Calculation |
| binner | Contineous Variable Binner |
| classificationError | Calssification Error of a Categorical Variable |
| dummyColGen | The Dummy Column Generator |
| entropyGain | Entropy Gain of a Categorical Variable |
| giniImpurity | Gini Impurity of a Categorical Variable |
| infoCategory | Information for Categorical Variables |
| infoContinuous | Continuous variable information |
| informationValue | Information Value of a Contineous Variable |
| loadData | Wrapper for loading multiple files in coherent manner within... |
| mae | Mean Absolute Error Score Calculation |
| MakeRankedMatrix | Making varable selection based ranking matirx |
| mape | Mean Absolute Percentage Error Score Calculation |
| normalise | Normalise the Vairables |
| predScores | Prediction Scoring |
| rmse | Root Mean Square Error Score Calculation |
| rsquared | R squared and Adjusted R squared Score Calculation |
| varVoting | Voting Win method for variable selection and importance |
