Efficiency Analysis Trees

---

Documentation for package ‘eat’ version 0.1.4

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

alpha	Alpha Calculation for Pruning Procedure of Efficiency Analysis Trees
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 Convexified Efficiency Analysis Trees model
CEAT_BCC_out	Banker, Charnes and Cooper programming model with output orientation for a Convexified Efficiency Analysis Trees model
CEAT_DDF	Directional Distance Function mathematical programming model for a Convexified Efficiency Analysis Trees model
CEAT_RSL_in	Russell Model with input orientation for a Convexified Efficiency Analysis Trees model
CEAT_RSL_out	Russell Model with output orientation for a Convexified Efficiency Analysis Trees model
CEAT_WAM	Weighted Additive Model for a Convexified Efficiency Analysis Trees model
checkEAT	Check Efficiency Analysis Trees.
comparePareto	Pareto-dominance relationships
deepEAT	Deep Efficiency Analysis Trees
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_frontier_levels	Output Levels in an Efficiency Analysis Trees model
EAT_leaf_stats	Descriptive Summary Statistics Table for the Leaf Nodes of an Efficiency Analysis Trees model
EAT_object	Create a 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_size	Number of Leaf Nodes in an Efficiency Analysis Trees model
EAT_WAM	Weighted Additive Model for an Efficiency Analysis Trees model
efficiencyCEAT	Efficiency Scores computed through a Convexified Efficiency Analysis Trees model.
efficiencyDensity	Efficiency Scores Density Plot
efficiencyEAT	Efficiency Scores computed through an Efficiency Analysis Trees model.
efficiencyJitter	Efficiency Scores Jitter Plot
efficiencyRFEAT	Efficiency Scores computed through a Random Forest + Efficiency Analysis Trees model.
estimEAT	Estimation of child nodes
frontier	Efficiency Analysis Trees Frontier Graph
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 Squared 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
predict.EAT	Model Prediction for Efficiency Analysis Trees.
predict.RFEAT	Model prediction for Random Forest + Efficiency Analysis Trees model.
predictFDH	Model prediction for Free Disposal Hull
predictor	Efficiency Analysis Trees Predictor
preProcess	Data Preprocessing for Efficiency Analysis Trees
RandomEAT	Individual EAT for Random Forest
rankingEAT	Ranking of Variables by Efficiency Analysis Trees model.
rankingRFEAT	Ranking of variables by Random Forest + Efficiency Analysis Trees model.
RBranch	Branch Pruning
RCV	RCV
RFEAT	Random Forest + Efficiency Analysis Trees
RFEAT_object	Create a 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
split	Split node
split_forest	Split Node in Random Forest EAT
treesForRCV	Trees for RCV
X2Y2.sim	2 Inputs & 2 Outputs Data Generation
Y1.sim	Single Output Data Generation