RKEEL1.3.4 package

Using 'KEEL' in R Code

ABB-IEP-FS

ABB_IEP_FS KEEL Preprocess Algorithm

AdaBoost-I

AdaBoost_I KEEL Imbalanced Classification Algorithm

AdaBoostNC-C

AdaBoostNC_C KEEL Classification Algorithm

Alatasetal-A

Alatasetal_A KEEL Association Rules Algorithm

Alcalaetal-A

Alcalaetal_A KEEL Association Rules Algorithm

AllKNN-TSS

AllKNN_TSS 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

ART-C

ART_C KEEL Classification Algorithm

AssociationRulesAlgorithm

Association Rules Algorithm

AssociativeClassificationAlgorithm

Associative Classification Algorithm

Bayesian-D

Bayesian_D KEEL Preprocess Algorithm

BNGE-C

BNGE_C KEEL Classification Algorithm

Bojarczuk_GP-C

Bojarczuk_GP_C KEEL Classification Algorithm

BSE-C

BSE_C KEEL Classification Algorithm

C_SVM-C

C_SVM_C KEEL Classification Algorithm

C45-C

C45_C KEEL Classification Algorithm

C45_Binarization-C

C45Binarization_C KEEL Classification Algorithm

C45Rules-C

C45Rules_C KEEL Classification Algorithm

CamNN-C

CamNN_C KEEL Classification Algorithm

CART-C

CART_C KEEL Classification Algorithm

CART-R

CART_R KEEL Regression Algorithm

CBA-C

CBA_C KEEL Associative Classification Algorithm

CenterNN-C

CenterNN_C KEEL Classification Algorithm

CFAR-C

CFAR_C KEEL Classification Algorithm

CFKNN-C

CFKNN_C KEEL Classification Algorithm

CHC-C

CHC_C KEEL Classification Algorithm

ClassificationAlgorithm

Classification Algorithm

ClassificationResults

Classification Results

CleanAttributes-TR

CleanAttributes_TR KEEL Preprocess Algorithm

ClusterAnalysis-D

ClusterAnalysis_D KEEL Preprocess Algorithm

CMAR-C

CMAR_C KEEL Associative Classification Algorithm

CNN-C

CNN_C KEEL Classification Algorithm

CPAR-C

CPAR_C KEEL Associative Classification Algorithm

CPW-C

CPW_C KEEL Classification Algorithm

CW-C

CW_C KEEL Classification Algorithm

DecimalScaling-TR

DecimalScaling_TR KEEL Preprocess Algorithm

Decr-RBFN-C

DecrRBFN_C KEEL Classification Algorithm

Deeps-C

Deeps_C KEEL Classification Algorithm

downloadFromMirror

Download file from a mirror

DSM-C

DSM_C KEEL Classification Algorithm

DT_GA-C

DT_GA_C KEEL Classification Algorithm

EARMGA-A

EARMGA_A KEEL Association Rules Algorithm

Eclat-A

Eclat_A KEEL Association Rules Algorithm

EPSILON_SVR-R

EPSILON_SVR_R KEEL Regression Algorithm

Falco_GP-C

Falco_GP_C KEEL Classification Algorithm

FCRA-C

FCRA_C KEEL Classification Algorithm

FPgrowth-A

FPgrowth_A KEEL Association Rules Algorithm

FRNN-C

FRNN_C KEEL Classification Algorithm

FRSBM-R

FRSBM_R KEEL Regression Algorithm

FURIA-C

FURIA_C KEEL Classification Algorithm

FuzzyApriori-A

FuzzyApriori_A KEEL Association Rules Algorithm

FuzzyFARCHD-C

FuzzyFARCHD_C KEEL Classification Algorithm

FuzzyKNN-C

FuzzyKNN_C KEEL Classification Algorithm

FuzzyNPC-C

FuzzyNPC_C KEEL Classification Algorithm

GANN-C

GANN_C KEEL Classification Algorithm

GAR-A

GAR_A KEEL Association Rules Algorithm

GENAR-A

GENAR_A KEEL Association Rules Algorithm

GeneticFuzzyApriori-A

GeneticFuzzyApriori_A KEEL Association Rules Algorithm

GeneticFuzzyAprioriDC-A

GeneticFuzzyAprioriDC_A KEEL Association Rules Algorithm

getAttributeLinesFromDataframes

Get attribute lines from data.frames

getExePath

Get jar executable files Path

getJarList

Get a list with all RKEEL algorithm jars

getJarPath

Get RunKeel.jar Path

GFS-AdaBoost-C

GFS_AdaBoost_C KEEL Classification Algorithm

GFS-GP-R

GFS_GP_R KEEL Regression Algorithm

GFS-GSP-R

GFS_GSP_R KEEL Regression Algorithm

GFS-LogitBoost-C

GFS_LogitBoost_C KEEL Classification Algorithm

GFS-RB-MF-R

GFS_RB_MF_R KEEL Regression Algorithm

hasContinuousData

Has Continuous Data

hasMissingValues

Has Missing Values

ID3-C

ID3_C KEEL Classification Algorithm

ID3-D

ID3_D KEEL Preprocess Algorithm

IF_KNN-C

IF_KNN_C KEEL Classification Algorithm

Ignore-MV

Ignore_MV KEEL Preprocess Algorithm

ImbalancedClassificationAlgorithm

ImbalancedClassification Algorithm

Incr-RBFN-C

IncrRBFN_C KEEL Classification Algorithm

isMultiClass

Is Multi-class

IterativePartitioningFilter-F

IterativePartitioningFilter_F KEEL Preprocess Algorithm

JFKNN-C

JFKNN_C KEEL Classification Algorithm

KeelAlgorithm

Keel Algorithm

Kernel-C

Kernel_C KEEL Classification Algorithm

KMeans-MV

KMeans_MV KEEL Preprocess Algorithm

KNN-C

KNN-C KEEL Classification Algorithm

KNN-MV

KNN_MV KEEL Preprocess Algorithm

KSNN-C

KSNN_C KEEL Classification Algorithm

KStar-C

KStar_C KEEL Classification Algorithm

LDA-C

LDA_C KEEL Classification Algorithm

LinearLMS-C

LinearLMS_C KEEL Classification Algorithm

LinearLMS-R

LinearLMS_R KEEL Regression Algorithm

loadKeelDataset

Load KEEL Dataset

Logistic-C

Logistic_C KEEL Classification Algorithm

LVF-IEP-FS

LVF_IEP_FS KEEL Preprocess Algorithm

M5-R

M5_R KEEL Regression Algorithm

M5Rules-R

M5Rules_R KEEL Regression Algorithm

MinMax-TR

MinMax_TR KEEL Preprocess Algorithm

MLP-BP-C

MLP_BP_C KEEL Classification Algorithm

MLP-BP-R

MLP_BP_R KEEL Regression Algorithm

ModelCS-TSS

ModelCS_TSS KEEL Preprocess Algorithm

MODENAR-A

MODENAR_A KEEL Association Rules Algorithm

MOEA_Ghosh-A

MOEA_Ghosh_A KEEL Association Rules Algorithm

MOPNAR-A

MOPNAR_A KEEL Association Rules Algorithm

MostCommon-MV

MostCommon_MV KEEL Preprocess Algorithm

NB-C

NB_C KEEL Classification Algorithm

NICGAR-A

NICGAR_A KEEL Association Rules Algorithm

NM-C

NM_C KEEL Classification Algorithm

NNEP-C

NNEP_C KEEL Classification Algorithm

Nominal2Binary-TR

Nominal2Binary_TR KEEL Preprocess Algorithm

NU_SVM-C

NU_SVM_C KEEL Classification Algorithm

NU_SVR-R

NU_SVR_R KEEL Regression Algorithm

PART-C

PART_C KEEL Classification Algorithm

PDFC-C

PDFC_C KEEL Classification Algorithm

PFKNN-C

PFKNN_C KEEL Classification Algorithm

PNN-C

PNN_C KEEL Classification Algorithm

PolQuadraticLMS-C

PolQuadraticLMS_C KEEL Classification Algorithm

PolQuadraticLMS-R

PolQuadraticLMS_R KEEL Regression Algorithm

POP-TSS

POP_TSS KEEL Preprocess Algorithm

PreprocessAlgorithm

Preprocess Algorithm

PRISM-C

PRISM_C KEEL Classification Algorithm

Proportional-D

Proportional_D KEEL Preprocess Algorithm

PSO_ACO-C

PSO_ACO_C KEEL Classification Algorithm

PSRCG-TSS

PSRCG_TSS KEEL Preprocess Algorithm

PUBLIC-C

PUBLIC_C KEEL Classification Algorithm

PW-C

PW_C KEEL Classification Algorithm

QAR_CIP_NSGAII-A

QAR_CIP_NSGAII_A KEEL Association Rules Algorithm

QDA-C

QDA_C KEEL Classification Algorithm

RBFN-C

RBFN_C KEEL Classification Algorithm

RBFN-R

RBFN_R KEEL Regression Algorithm

readKeel

Read keel dataset

RegressionAlgorithm

Regression Algorithm

RegressionResults

Regression Results

Relief-FS

Relief_FS KEEL Preprocess Algorithm

Ripper-C

Ripper_C KEEL Classification Algorithm

RISE-C

RISE_C KEEL Classification Algorithm

runCV

Run Cross-Validation

runParallel

Run Parallel

runSequential

Run Sequential

SaturationFilter-F

SaturationFilter_F KEEL Preprocess Algorithm

SFS-IEP-FS

SFS_IEP_FS KEEL Preprocess Algorithm

SGA-C

SGA_C KEEL Classification Algorithm

Shrink-C

Shrink_C KEEL Classification Algorithm

Slipper-C

Slipper_C KEEL Classification Algorithm

SMO-C

SMO_C KEEL Classification Algorithm

SSGA-Integer-knn-FS

SSGA_Integer_knn_FS KEEL Preprocess Algorithm

Tan_GP-C

Tan_GP_C KEEL Classification Algorithm

Thrift-R

Thrift_R KEEL Regression Algorithm

UniformFrequency-D

UniformFrequency_D KEEL Preprocess Algorithm

UniformWidth-D

UniformWidth_D KEEL Preprocess Algorithm

VWFuzzyKNN-C

VWFuzzyKNN_C KEEL Classification Algorithm

WM-R

WM_R KEEL Regression Algorithm

writeDatFromDataframe

Write .dat from data.frame

writeDatFromDataframes

Write .dat from data.frames

ZScore-TR

ZScore_TR KEEL Preprocess Algorithm

Download source packageRead PDF manual

'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 <http://www.keel.es/>.

  • Maintainer: Jose M. Moyano
  • License: GPL
  • Last published: 2023-09-14