Man pages for five-dots/ml4e
Machine Learning for Everyone
| check_resample_levels | Check if resample has any errors |
| CV | CV Class |
| data_catboost | Catboost data function |
| data_identity | Identity data function |
| data_lightgbm | Lightgbm data function |
| Datasets | Datasets Class |
| data_xgboost | Xgboost data function |
| data_xy | XY data function |
| family_from_task | Get family from task type |
| fit_catboost_es | Fit GBDT by catboost package with early stopping |
| fit_extraTrees | Fit extraTrees package with fraction mtry |
| fit_glmnet_cv | Fit glmnet package with cross-validation |
| fit_keras_es | Fit neural network by keras package with early stopping |
| fit_kernlab | Fit kernlab package with kernel parameters |
| fit_lightgbm_es | Fit GBDT by lightgbm package with early stopping |
| FitParams | FitParams Class |
| FitParamSpec | FitParamSpec Class |
| FitParamSpecs | FitParamSpecs Class |
| fit_ranger | Fit ranger package with fraction mtry |
| fit_RGF | Fit rgf by RGF package |
| fit_xgboost_es | FitParamSpecs Class Constructor for xgboost Engine |
| Formulas | Formulas Class |
| Measure | Measure Class |
| Model | Model Class |
| Models | Models Class |
| new_fit_param_specs_extraTrees | FitParamSpecs Class Constructor for extraTrees Engine |
| new_fit_param_specs_glmnet_cv | FitParamSpecs Class Constructor for glmnet_cv Engine |
| new_fit_param_specs_kernlab | FitParamSpecs Class Constructor for kernlab Engine |
| new_fit_param_specs_kernlab_poly | FitParamSpecs Class Constructor for kernlab Engine with Poly... |
| new_fit_param_specs_kernlab_rbf | FitParamSpecs Class Constructor for kernlab Engine with RBF... |
| new_fit_param_specs_kknn | FitParamSpecs Class Constructor for kknn Engine |
| new_fit_param_specs_lightgbm_es | FitParamSpecs Class Constructor for lightgbm Engine |
| new_fit_param_specs_ranger | FitParamSpecs Class Constructor for ranger Engine |
| new_fit_param_specs_rpart | FitParamSpecs Class Constructor for rpart Engine |
| Option | Option Class |
| Options | Options Class |
| predict_RGF | Predict rgf by RGF package |
| PreprocCalls | PreprocCalls Class |
| preproc_identity | Preproc call that does nothing |
| Project | Project Class |
| reexports | Objects exported from other packages |
| ResampleCalls | ResampleCalls Class |
| SearchBase | SearchBase Class |
| SearchBayes | SearchBayes Class |
| SearchGrid | SearchGrid Class |
| SearchRandom | SearchRandom Class |
| Seeds | Seeds Class |
| supported_specs | Supported specifications by ml4e package |
| Task | Task Class |
