Big Random Forests: Classification and Regression Forests for Large Data Sets

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Documentation for package ‘bigrf’ version 0.1-11

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bigrf-package Big Random Forests: Classification and Regression Forests for Large Data Sets
bigcforest-class Classification Random Forests
bigcprediction-class Random Forest Predictions
bigctree-class Classification Trees in Random Forests
bigrf Big Random Forests: Classification and Regression Forests for Large Data Sets
bigrfc Build a Classification Random Forest Model
bigrfprox-class Proximity Matrices
fastimp Compute Fast (Gini) Variable Importance
fastimp-method Compute Fast (Gini) Variable Importance
fastimp-methods Compute Fast (Gini) Variable Importance
generateSyntheticClass Generate Synthetic Second Class for Unsupervised Learning
grow Grow More Trees in a Random Forest
grow-method Grow More Trees in a Random Forest
grow-methods Grow More Trees in a Random Forest
interactions Compute Variable Interactions
interactions-method Compute Variable Interactions
interactions-methods Compute Variable Interactions
merge Merge Two Random Forests
merge-method Merge Two Random Forests
merge-methods Merge Two Random Forests
outliers Compute Outlier Scores
outliers-method Compute Outlier Scores
outliers-methods Compute Outlier Scores
predict Predict Classes of Test Examples
predict-method Predict Classes of Test Examples
predict-methods Predict Classes of Test Examples
prototypes Compute Class Prototypes
prototypes-method Compute Class Prototypes
prototypes-methods Compute Class Prototypes
proximities Compute Proximity Matrix
proximities-method Compute Proximity Matrix
proximities-methods Compute Proximity Matrix
scaling Compute Metric Scaling Co-ordinates
scaling-method Compute Metric Scaling Co-ordinates
scaling-methods Compute Metric Scaling Co-ordinates
show-method Classification Random Forests
show-method Random Forest Predictions
summary-method Classification Random Forests
summary-method Random Forest Predictions
varimp Compute Variable Importance
varimp-method Compute Variable Importance
varimp-methods Compute Variable Importance