Efficiency Analysis Trees


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Documentation for package ‘eat’ version 0.1.0

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alpha Alpha Calculation for Pruning Procedure
bagging Bagging data
barplot_importance Barplot Variable Importance
bestEAT Tuning an Efficiency Analysis Trees model
bestRFEAT Tuning a Random Forest + Efficiency Analysis Trees model
CEAT_BCC_in Banker, Charnes and Cooper programming model with input orientation for a convex Efficiency Analysis Tree model
CEAT_BCC_out Banker, Charnes and Cooper programming model with output orientation for a convex Efficiency Analysis Tree model
CEAT_DDF Directional Distance Function mathematical programming model for a convex Efficiency Analysis Tree model
CEAT_RSL_in Russell Model with input orientation for a convex Efficiency Analysis Tree model
CEAT_RSL_out Russell Model with output orientation for a convex Efficiency Analysis Tree model
CEAT_WAM Weighted Additive Model for a convex Efficiency Analysis Tree model
checkEAT Check Efficiency Analysis Trees.
comparePareto Pareto-dominance relationships
deepEAT Deep Efficiency Analysis Trees
descrEAT Leaf Nodes Descriptive
EAT Efficiency Analysis Trees
EAT_BCC_in Banker, Charnes and Cooper Programming Model with Input Orientation for an Efficiency Analysis Trees model
EAT_BCC_out Banker, Charnes and Cooper Programming Model with Output Orientation for an Efficiency Analysis Trees model
EAT_DDF Directional Distance Function Programming Model for an Efficiency Analysis Trees model
EAT_object EAT object
EAT_RSL_in Russell Model with Input Orientation for an Efficiency Analysis Trees model
EAT_RSL_out Russell Model with Output Orientation for an Efficiency Analysis Trees model
EAT_WAM Weighted Additive Model for an Efficiency Analysis Trees model
efficiencyCEAT Convex Efficiency Analysis Tree Efficiency Scores
efficiencyDensity Efficiency Scores Density Plot
efficiencyEAT Efficiency Analysis Trees Efficiency Scores
efficiencyJitter Efficiency Scores Jitter Plot
efficiencyRFEAT Random Forest + Efficiency Analysis Trees Efficiency Scores
estimEAT Estimation of child nodes
frontier Efficiency Analysis Trees Frontier Graph
frontier.levels Efficiency Analysis Trees Frontier Output Levels
generateLv Train and Test Sets Generation
imp_var_EAT Breiman's Variable Importance
imp_var_RFEAT Variable Importance through Random Forest + Efficiency Analysis Trees
isFinalNode Is Final Node
layout Layout for nodes in plotEAT
mse Mean Square Error
mtry_inputSelection Random Selection of Variables
M_Breiman Breiman Importance
PISAindex PISA score and social index by country
plotEAT Efficiency Analysis Trees Plot
plotRFEAT Random Forest + Efficiency Analysis Trees Plot
posIdNode Position of the node
predictEAT Model Prediction for Efficiency Analysis Trees.
predictFDH Model prediction for Free Disposal Hull
predictor Efficiency Analysis Trees Predictor
predictRFEAT Model prediction for Random Forest + Efficiency Analysis Trees model.
preProcess Data preprocessing
RandomEAT Individual EAT for Random Forest
rankingEAT Ranking of Variables by Efficiency Analysis Trees
rankingRFEAT Ranking of variables by Random Forest + Efficiency Analysis Trees.
RBranch Branch Pruning
RCV RCV
RFEAT Random Forest EAT
RFEAT_object RFEAT object
RF_predictor Random Forest + Efficiency Analysis Trees Predictor
scores Pruning Scores
selectTk Select Tk
select_mtry Select Possible Inputs in Split.
SERules SERules
size Efficiency Analysis Trees Size
split Split node
split_forest Split Node in Random Forest EAT
treesForRCV Trees for RCV
X2Y2.sim 2 Inputs & 2 Outputs Scenario
Y1.sim Single Output Data Generation