Man pages for MiriamEsteve/EAT
Efficiency Analysis Trees

alphaAlpha Calculation for Pruning Procedure of Efficiency...
baggingBagging data
barplot_importanceBarplot Variable Importance
bestEATTuning an Efficiency Analysis Trees model
bestRFEATTuning a Random Forest + Efficiency Analysis Trees model
CEAT_BCC_inBanker, Charnes and Cooper programming model with input...
CEAT_BCC_outBanker, Charnes and Cooper programming model with output...
CEAT_DDFDirectional Distance Function mathematical programming model...
CEAT_RSL_inRussell Model with input orientation for a Convexified...
CEAT_RSL_outRussell Model with output orientation for a Convexified...
CEAT_WAMWeighted Additive Model for a Convexified Efficiency Analysis...
checkEATCheck Efficiency Analysis Trees.
compareParetoPareto-dominance relationships
deepEATDeep Efficiency Analysis Trees
EATEfficiency Analysis Trees
EAT_BCC_inBanker, Charnes and Cooper Programming Model with Input...
EAT_BCC_outBanker, Charnes and Cooper Programming Model with Output...
EAT_DDFDirectional Distance Function Programming Model for an...
EAT_frontier_levelsOutput Levels in an Efficiency Analysis Trees model
EAT_leaf_statsDescriptive Summary Statistics Table for the Leaf Nodes of an...
EAT_objectCreate a EAT object
eat-packageEAT: Efficiency Analysis Trees
EAT_RSL_inRussell Model with Input Orientation for an Efficiency...
EAT_RSL_outRussell Model with Output Orientation for an Efficiency...
EAT_sizeNumber of Leaf Nodes in an Efficiency Analysis Trees model
EAT_WAMWeighted Additive Model for an Efficiency Analysis Trees...
efficiencyCEATEfficiency Scores computed through a Convexified Efficiency...
efficiencyDensityEfficiency Scores Density Plot
efficiencyEATEfficiency Scores computed through an Efficiency Analysis...
efficiencyJitterEfficiency Scores Jitter Plot
efficiencyRFEATEfficiency Scores computed through a Random Forest +...
estimEATEstimation of child nodes
frontierEfficiency Analysis Trees Frontier Graph
generateLvTrain and Test Sets Generation
imp_var_EATBreiman's Variable Importance
imp_var_RFEATVariable Importance through Random Forest + Efficiency...
isFinalNodeIs Final Node
layoutLayout for nodes in plotEAT
M_BreimanBreiman Importance
mseMean Squared Error
mtry_inputSelectionRandom Selection of Variables
PISAindexPISA score and social index by country
plotEATEfficiency Analysis Trees Plot
plotRFEATRandom Forest + Efficiency Analysis Trees Plot
posIdNodePosition of the node
predict.EATModel Prediction for Efficiency Analysis Trees.
predictFDHModel prediction for Free Disposal Hull
predictorEfficiency Analysis Trees Predictor
predict.RFEATModel prediction for Random Forest + Efficiency Analysis...
preProcessData Preprocessing for Efficiency Analysis Trees
RandomEATIndividual EAT for Random Forest
rankingEATRanking of Variables by Efficiency Analysis Trees model.
rankingRFEATRanking of variables by Random Forest + Efficiency Analysis...
RBranchBranch Pruning
RCVRCV
RFEATRandom Forest + Efficiency Analysis Trees
RFEAT_objectCreate a RFEAT object
RF_predictorRandom Forest + Efficiency Analysis Trees Predictor
scoresPruning Scores
select_mtrySelect Possible Inputs in Split.
selectTkSelect Tk
SERulesSERules
splitSplit node
split_forestSplit Node in Random Forest EAT
treesForRCVTrees for RCV
X2Y2.sim2 Inputs & 2 Outputs Data Generation
Y1.simSingle Output Data Generation
MiriamEsteve/EAT documentation built on Jan. 18, 2022, 6:55 p.m.