cleands.Prediction package

Submodules

• cleands.Prediction.ensemble module
  • bootstrap_model
  • bagging_least_squares_regressor
  • bagging_logistic_regressor
  • bagging_recursive_partitioning_regressor
  • random_forest_regressor
  • BaggingLogisticRegressor
  • BaggingRecursivePartitioningRegressor
  • RandomForestRegressor
• cleands.Prediction.glm module
  • linear_model
  • logistic_regressor
  • least_squares_regressor
  • poisson_regressor
  • backward_stepwise()
  • forward_stepwise()
  • stepwise()
  • LeastSquaresRegressor
  • LogisticRegressor
  • PoissonRegressor
• cleands.Prediction.knn module
  • k_nearest_neighbors_regressor
  • k_nearest_neighbors_cross_validation_regressor
  • kNearestNeighborsRegressor
  • kNearestNeighborsCrossValidationRegressor
• cleands.Prediction.ldv module
  • ldv.py — Limited Dependent Variable (LDV) Models
  • tobit_regressor
  • TobitRegressor
• cleands.Prediction.shrinkage module
  • Classes
  • Factory Aliases
  • l1_regularization_regressor
  • l1_cross_validation_regressor
  • l1_bootstrap_regressor
  • L1BootstrapRegressor
• cleands.Prediction.tree module
  • tree.py
  • recursive_partitioning_regressor
  • RecursivePartitioningRegressor