MultivariateRandomForest: Models Multivariate Cases Using Random Forests

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Models and predicts Multiple Features in single random forest considering the linear relation among the features.

Author
Raziur Rahman
Date of publication
2016-12-07 08:43:33
Maintainer
Raziur Rahman <razeeebuet@gmail.com>
License
GPL (>= 2)
Version
1.1.2

View on CRAN

Man pages

build_forest_predict
Prediction using Random Forest or Multivariate Random Forest
build_single_tree
Model of a single tree of Random Forest or Multivariate...
CrossValidation
Generate training and testing samples for cross validation
Imputation
Imputation of a numerical vector
Node_cost
Information Gain
predicting
Prediction of testing sample in a node
single_tree_prediction
Prediction of Testing Samples for single tree
split_node
Splitting Criteria of all the nodes of the tree
splitt
Split of the Parent node
variable_importance_measure
Calculates variable Importance of a Regression Tree Model

Files in this package

MultivariateRandomForest
MultivariateRandomForest/src
MultivariateRandomForest/src/Node_Cost_C.cpp
MultivariateRandomForest/src/RcppExports.cpp
MultivariateRandomForest/NAMESPACE
MultivariateRandomForest/R
MultivariateRandomForest/R/CrossValidation.R
MultivariateRandomForest/R/single_tree_prediction.R
MultivariateRandomForest/R/Imputation.R
MultivariateRandomForest/R/build_forest_predict.R
MultivariateRandomForest/R/predicting.R
MultivariateRandomForest/R/RcppExports.R
MultivariateRandomForest/R/split_node.R
MultivariateRandomForest/R/build_single_tree.R
MultivariateRandomForest/R/variable_importance_measure.R
MultivariateRandomForest/MD5
MultivariateRandomForest/DESCRIPTION
MultivariateRandomForest/man
MultivariateRandomForest/man/single_tree_prediction.Rd
MultivariateRandomForest/man/variable_importance_measure.Rd
MultivariateRandomForest/man/split_node.Rd
MultivariateRandomForest/man/Node_cost.Rd
MultivariateRandomForest/man/predicting.Rd
MultivariateRandomForest/man/build_single_tree.Rd
MultivariateRandomForest/man/splitt.Rd
MultivariateRandomForest/man/Imputation.Rd
MultivariateRandomForest/man/CrossValidation.Rd
MultivariateRandomForest/man/build_forest_predict.Rd