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RKEEL (version 1.3.4)

Using 'KEEL' in R Code

Description

'KEEL' is a popular 'Java' software for a large number of different knowledge data discovery tasks. This package takes the advantages of 'KEEL' and R, allowing to use 'KEEL' algorithms in simple R code. The implemented R code layer between R and 'KEEL' makes easy both using 'KEEL' algorithms in R as implementing new algorithms for 'RKEEL' in a very simple way. It includes more than 100 algorithms for classification, regression, preprocess, association rules and imbalance learning, which allows a more complete experimentation process. For more information about 'KEEL', see .

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Version

Install

install.packages('RKEEL')

Monthly Downloads

233

Version

1.3.4

License

GPL

Maintainer

Jose M. Moyano

Last Published

September 14th, 2023

Functions in RKEEL (1.3.4)

ART_C

ART_C KEEL Classification Algorithm
AdaBoostNC_C

AdaBoostNC_C KEEL Classification Algorithm
Alatasetal_A

Alatasetal_A KEEL Association Rules Algorithm
AdaBoost_I

AdaBoost_I KEEL Imbalanced Classification Algorithm
BNGE_C

BNGE_C KEEL Classification Algorithm
C45Binarization_C

C45Binarization_C KEEL Classification Algorithm
CART_C

CART_C KEEL Classification Algorithm
BSE_C

BSE_C KEEL Classification Algorithm
AssociationRulesAlgorithm

Association Rules Algorithm
Bojarczuk_GP_C

Bojarczuk_GP_C KEEL Classification Algorithm
C45_C

C45_C KEEL Classification Algorithm
C45Rules_C

C45Rules_C KEEL Classification Algorithm
Bayesian_D

Bayesian_D KEEL Preprocess Algorithm
CBA_C

CBA_C KEEL Associative Classification Algorithm
CART_R

CART_R KEEL Regression Algorithm
CFAR_C

CFAR_C KEEL Classification Algorithm
CFKNN_C

CFKNN_C KEEL Classification Algorithm
CPW_C

CPW_C KEEL Classification Algorithm
CPAR_C

CPAR_C KEEL Associative Classification Algorithm
CNN_C

CNN_C KEEL Classification Algorithm
CamNN_C

CamNN_C KEEL Classification Algorithm
AssociativeClassificationAlgorithm

Associative Classification Algorithm
C_SVM_C

C_SVM_C KEEL Classification Algorithm
ClusterAnalysis_D

ClusterAnalysis_D KEEL Preprocess Algorithm
CHC_C

CHC_C KEEL Classification Algorithm
DSM_C

DSM_C KEEL Classification Algorithm
CMAR_C

CMAR_C KEEL Associative Classification Algorithm
CW_C

CW_C KEEL Classification Algorithm
ClassificationResults

Classification Results
FPgrowth_A

FPgrowth_A KEEL Association Rules Algorithm
Eclat_A

Eclat_A KEEL Association Rules Algorithm
FCRA_C

FCRA_C KEEL Classification Algorithm
DT_GA_C

DT_GA_C KEEL Classification Algorithm
FRNN_C

FRNN_C KEEL Classification Algorithm
DecimalScaling_TR

DecimalScaling_TR KEEL Preprocess Algorithm
CleanAttributes_TR

CleanAttributes_TR KEEL Preprocess Algorithm
ClassificationAlgorithm

Classification Algorithm
CenterNN_C

CenterNN_C KEEL Classification Algorithm
FRSBM_R

FRSBM_R KEEL Regression Algorithm
DecrRBFN_C

DecrRBFN_C KEEL Classification Algorithm
Deeps_C

Deeps_C KEEL Classification Algorithm
EARMGA_A

EARMGA_A KEEL Association Rules Algorithm
GFS_LogitBoost_C

GFS_LogitBoost_C KEEL Classification Algorithm
GFS_GSP_R

GFS_GSP_R KEEL Regression Algorithm
FuzzyKNN_C

FuzzyKNN_C KEEL Classification Algorithm
FuzzyFARCHD_C

FuzzyFARCHD_C KEEL Classification Algorithm
FURIA_C

FURIA_C KEEL Classification Algorithm
EPSILON_SVR_R

EPSILON_SVR_R KEEL Regression Algorithm
IterativePartitioningFilter_F

IterativePartitioningFilter_F KEEL Preprocess Algorithm
IncrRBFN_C

IncrRBFN_C KEEL Classification Algorithm
KeelAlgorithm

Keel Algorithm
Kernel_C

Kernel_C KEEL Classification Algorithm
GeneticFuzzyAprioriDC_A

GeneticFuzzyAprioriDC_A KEEL Association Rules Algorithm
ID3_C

ID3_C KEEL Classification Algorithm
LDA_C

LDA_C KEEL Classification Algorithm
LVF_IEP_FS

LVF_IEP_FS KEEL Preprocess Algorithm
Falco_GP_C

Falco_GP_C KEEL Classification Algorithm
FuzzyApriori_A

FuzzyApriori_A KEEL Association Rules Algorithm
MODENAR_A

MODENAR_A KEEL Association Rules Algorithm
MLP_BP_R

MLP_BP_R KEEL Regression Algorithm
MostCommon_MV

MostCommon_MV KEEL Preprocess Algorithm
FuzzyNPC_C

FuzzyNPC_C KEEL Classification Algorithm
PNN_C

PNN_C KEEL Classification Algorithm
NB_C

NB_C KEEL Classification Algorithm
PFKNN_C

PFKNN_C KEEL Classification Algorithm
GAR_A

GAR_A KEEL Association Rules Algorithm
GENAR_A

GENAR_A KEEL Association Rules Algorithm
ImbalancedClassificationAlgorithm

ImbalancedClassification Algorithm
GFS_AdaBoost_C

GFS_AdaBoost_C KEEL Classification Algorithm
Ignore_MV

Ignore_MV KEEL Preprocess Algorithm
PRISM_C

PRISM_C KEEL Classification Algorithm
NNEP_C

NNEP_C KEEL Classification Algorithm
NU_SVM_C

NU_SVM_C KEEL Classification Algorithm
POP_TSS

POP_TSS KEEL Preprocess Algorithm
GANN_C

GANN_C KEEL Classification Algorithm
LinearLMS_C

LinearLMS_C KEEL Classification Algorithm
GFS_RB_MF_R

GFS_RB_MF_R KEEL Regression Algorithm
GFS_GP_R

GFS_GP_R KEEL Regression Algorithm
RBFN_C

RBFN_C KEEL Classification Algorithm
ID3_D

ID3_D KEEL Preprocess Algorithm
LinearLMS_R

LinearLMS_R KEEL Regression Algorithm
KStar_C

KStar_C KEEL Classification Algorithm
Logistic_C

Logistic_C KEEL Classification Algorithm
KSNN_C

KSNN_C KEEL Classification Algorithm
IF_KNN_C

IF_KNN_C KEEL Classification Algorithm
KNN_C

KNN-C KEEL Classification Algorithm
M5Rules_R

M5Rules_R KEEL Regression Algorithm
KNN_MV

KNN_MV KEEL Preprocess Algorithm
GeneticFuzzyApriori_A

GeneticFuzzyApriori_A KEEL Association Rules Algorithm
MLP_BP_C

MLP_BP_C KEEL Classification Algorithm
M5_R

M5_R KEEL Regression Algorithm
PreprocessAlgorithm

Preprocess Algorithm
PSO_ACO_C

PSO_ACO_C KEEL Classification Algorithm
KMeans_MV

KMeans_MV KEEL Preprocess Algorithm
JFKNN_C

JFKNN_C KEEL Classification Algorithm
PSRCG_TSS

PSRCG_TSS KEEL Preprocess Algorithm
RBFN_R

RBFN_R KEEL Regression Algorithm
Proportional_D

Proportional_D KEEL Preprocess Algorithm
NICGAR_A

NICGAR_A KEEL Association Rules Algorithm
Ripper_C

Ripper_C KEEL Classification Algorithm
NM_C

NM_C KEEL Classification Algorithm
MinMax_TR

MinMax_TR KEEL Preprocess Algorithm
SFS_IEP_FS

SFS_IEP_FS KEEL Preprocess Algorithm
Nominal2Binary_TR

Nominal2Binary_TR KEEL Preprocess Algorithm
ModelCS_TSS

ModelCS_TSS KEEL Preprocess Algorithm
NU_SVR_R

NU_SVR_R KEEL Regression Algorithm
QAR_CIP_NSGAII_A

QAR_CIP_NSGAII_A KEEL Association Rules Algorithm
QDA_C

QDA_C KEEL Classification Algorithm
RISE_C

RISE_C KEEL Classification Algorithm
SSGA_Integer_knn_FS

SSGA_Integer_knn_FS KEEL Preprocess Algorithm
SaturationFilter_F

SaturationFilter_F KEEL Preprocess Algorithm
RegressionAlgorithm

Regression Algorithm
hasContinuousData

Has Continuous Data
getJarList

Get a list with all RKEEL algorithm jars
getJarPath

Get RunKeel.jar Path
VWFuzzyKNN_C

VWFuzzyKNN_C KEEL Classification Algorithm
Tan_GP_C

Tan_GP_C KEEL Classification Algorithm
WM_R

WM_R KEEL Regression Algorithm
writeDatFromDataframe

Write .dat from data.frame
MOPNAR_A

MOPNAR_A KEEL Association Rules Algorithm
MOEA_Ghosh_A

MOEA_Ghosh_A KEEL Association Rules Algorithm
Thrift_R

Thrift_R KEEL Regression Algorithm
isMultiClass

Is Multi-class
PART_C

PART_C KEEL Classification Algorithm
hasMissingValues

Has Missing Values
writeDatFromDataframes

Write .dat from data.frames
loadKeelDataset

Load KEEL Dataset
Shrink_C

Shrink_C KEEL Classification Algorithm
PUBLIC_C

PUBLIC_C KEEL Classification Algorithm
RegressionResults

Regression Results
PW_C

PW_C KEEL Classification Algorithm
PDFC_C

PDFC_C KEEL Classification Algorithm
Relief_FS

Relief_FS KEEL Preprocess Algorithm
Slipper_C

Slipper_C KEEL Classification Algorithm
UniformFrequency_D

UniformFrequency_D KEEL Preprocess Algorithm
read.keel

Read keel dataset
UniformWidth_D

UniformWidth_D KEEL Preprocess Algorithm
PolQuadraticLMS_C

PolQuadraticLMS_C KEEL Classification Algorithm
PolQuadraticLMS_R

PolQuadraticLMS_R KEEL Regression Algorithm
runParallel

Run Parallel
runSequential

Run Sequential
SGA_C

SGA_C KEEL Classification Algorithm
ZScore_TR

ZScore_TR KEEL Preprocess Algorithm
SMO_C

SMO_C KEEL Classification Algorithm
downloadFromMirror

Download file from a mirror
getAttributeLinesFromDataframes

Get attribute lines from data.frames
runCV

Run Cross-Validation
getExePath

Get jar executable files Path
ABB_IEP_FS

ABB_IEP_FS KEEL Preprocess Algorithm
AllPosible_MV

AllPosible_MV KEEL Preprocess Algorithm
ANR_F

ANR_F KEEL Preprocess Algorithm
Apriori_A

Apriori_A KEEL Association Rules Algorithm
Alcalaetal_A

Alcalaetal_A KEEL Association Rules Algorithm
AllKNN_TSS

AllKNN_TSS KEEL Preprocess Algorithm