Man pages for orionw/BestModel
A package to run and compare standard machine learning models with easy visualization
| AverageVote | A function for voting. This is used by the Ensemble to... |
| BuildModels | A helper function used by the GetModelComparison function. It... |
| CreateCombinedPlot | A helper function used by the plot.ModelComparison. This... |
| CreateModelComparison | A helper function used by GetModelComparison and... |
| CreateROCPlot | A helper function used by the plot.ModelComparison. This... |
| Ensemble | Ensemble Creation |
| GetAccuracy | Gives a summary of the models used in the ModelComparison... |
| GetBuildFlags | A helper function used by the GetModelComparison function. It... |
| GetFactorEqual | A quick helper function to flip the factors of 0's and 1's |
| GetModelComparisons | A function to build and return a ModelComparison object. |
| GetModelWeights | A helper function used by the Ensemble function. It will take... |
| GetPredictionsForStacking | A helper function to get predictions added to a dataset. |
| GetPredType | A helper function used by the predict function. Since the... |
| GetSVMScale | A helper function to ground SVM predictions |
| GetTrainingInfo | A helper function used by the GetModelComparison function. |
| GetWeightsFromTestingSet | A helper function used by the GetModelWeights function. It... |
| MajorityVote | A function for voting. This is used by the Ensemble to... |
| MajorityWeight | A function for voting. This is used by the Ensemble to... |
| ModelComparison | ModelComparison: Visualization for Machine Learning Metrics |
| plot.ModelComparison | Plot Comparisons |
| predict.Ensemble | Predicts values for a Ensemble object. |
| predict.ModelComparison | Predicts values for a ModelComparison object. |
| PrepareIris | A quick helper function to turn the iris dataset into a 2... |
| PrepareNumericTitanic | A quick helper function to turn the titanic dataset into a... |
| prepData | A helper function used by the GetModelComparison function. If... |
| StripPredictions | A function for extracting the prediction values from the... |
| summary.Ensemble | Gives a summary of the models used in the Ensemble object |
| summary.ModelComparison | Gives a summary of the models used in the ModelComparison... |
