Man pages for talegari/forager
Compute auxiliary information (proximity, dissimilarity, outlyingness, depth) and imputation from tree ensembles on new data

depth_from_randomForestdepth_from_randomForest
depth_from_rangerdepth_from_ranger
distDistance matrix from unsupervised tree ensemble
dist_extractExtract distances between specified indexes from a 'dist'...
distExtractPairdistExtractPair
extract_ooberrorExtract OOB error from a forest object
extract_ooberror.randomForestExtract OOB error from a randomForest object
extract_ooberror.rangerExtract OOB error from a ranger object
forageObtain various outputs using a trained tree ensemble on new...
foragerCompute auxiliary information (proximity, dissimilarity,...
forest_imputeImpute using a tree ensemble in un/supervised setting
forest_rfelightweight implementation of RFE using ranger
generate_synthetic_dataGenerate synthetic data for random forest
predict_depth_observationspredict_depth_observations
predict_depth_observations.randomForestpredict_depth_observations.randomForest
predict_depth_observations.rangerpredict_depth_observations.ranger
predict_dissimilarity_observations_terminalNodespredict_dissimilarity_observations_terminalNodes
predict_dissimilarity_trees_terminalNodespredict_dissimilarity_trees_terminalNodes
predict_outlyingness_observations_terminalNodespredict_outlyingness_observations_terminalNodes
predict_proximity_observations_terminalNodespredict_proximity_observations_terminalNodes
predict_proximity_trees_terminalNodespredict_proximity_trees_terminalNodes
predict_terminalNodesMatrix_terminalNodespredict_terminalNodesMatrix_terminalNodes
proximityProximity matrix from unsupervised tree ensemble
roughImputeUnsupervised median/mode imputation for dataframes
samplerSample a categorical or numeric vector using random or...
stack_imputeImputation by stacking complete and incomplete data
synthetic_forestGrow a tree ensemble on synthetic data
talegari/forager documentation built on June 27, 2018, 3:58 p.m.