R Algorithms and Dependent Packages

Expert Analytics supports many R algorithms.

The following tables detail the supported R algorithms and dependent packages for both SAP HANA and agnostic systems.
Table 1: SAP HANA (Online):

R Algorithm

Dependent Packages

HANA R-Apriori

arules

HANA R-CNR Tree

rpart

HANA R-Multiple Linear Regression

stats

HANA R-Triple Exponential Smoothing

stats

HANA R-Bagging Classification

adabag, rpart

HANA R-Boosting Classification

adabag, rpart

HANA R-Random Forest Classification

randomForest

HANA R-Random Forest Regression

randomForest

Table 2: Agnostic (Offline):

R Algorithm

Dependent Packages

R-CNR Tree

rpart

R-Apriori

arules

R-K-Means

stats

R-Linear Regression

stats

R-Multiple Linear Regression

stats

R-Exponential Regression

stats

R-Geometric Regression

stats

R-MONMLP Neural Network

monmlp

R-NNet Neural Network

nnet

R-Single Exponential Smoothing

stats

R-Double Exponential Smoothing

stats

R-Triple Exponential Smoothing

stats

R-Bagging Classification

adabag, rpart

R-Boosting Classification

adabag, rpart

R-Random Forest Classification

randomForest

R-Random Forest Regression

randomForest