Machine Learning Tools
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Documentation for package ‘mltools’ version 0.3.5
Help Pages
| alien.test | Alien test dataset |
| alien.train | Alien training dataset |
| auc_roc | Area Under the ROC Curve |
| bin_data | Map a vector of numeric values into bins |
| date_factor | Date Factor |
| empirical_cdf | Empirical Cumulative Distribution Function |
| explore_dataset | Explore Dataset |
| exponential_weight | Exponential Weight |
| folds | Cross Validation Folds |
| geometric_weight | Geometric Weight |
| gini_impurities | Gini Impurities |
| gini_impurity | Gini Impurity |
| mcc | Matthews correlation coefficient |
| mse | Mean Square Error |
| msle | Mean Square Logarithmic Error |
| one_hot | One Hot Encode |
| relative_position | Relative Position |
| replace_na | Replace NA Values |
| rmse | Root Mean Square Error |
| rmsle | Root Mean Square Logarithmic Error |
| roc_scores | ROC scores |
| set_factor | Set Factor |
| skewness | Skewness |
| sparsify | Sparsify |