R: Efficiency Analysis Trees

# Efficiency Analysis Trees

## Documentation for package ‘eat’ version 0.1.4

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## 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