RKEEL: Using Keel in R Code

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 and preprocess, which allows a more complete experimentation process. For more information about KEEL, see <http://www.keel.es/>.

AuthorJose M. Moyano [aut, cre], Luciano Sanchez Ramos [aut], Oliver Sanchez Marin [ctb]
Date of publication2017-01-17 13:28:12
MaintainerJose M. Moyano <i02momuj@uco.es>
LicenseGPL
Version1.1.17

View on CRAN

Man pages

ABB-IEP-FS: ABB_IEP_FS KEEL Preprocess 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

C45_Binarization-C: C45Binarization_C KEEL Classification Algorithm

C45-C: C45_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

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

CNN-C: CNN_C KEEL Classification Algorithm

CPW-C: CPW_C KEEL Classification Algorithm

C_SVM-C: C_SVM_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

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

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

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

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

Files in this package

RKEEL
RKEEL/NAMESPACE
RKEEL/R
RKEEL/R/Relief-FS.R RKEEL/R/Bayesian-D.R RKEEL/R/Eclat_A.R RKEEL/R/PSO_ACO-C.R RKEEL/R/LinearLMS-C.R RKEEL/R/MOEA_Ghosh_A.R RKEEL/R/KNN-C.R RKEEL/R/FRSBM-R.R RKEEL/R/MLP-BP-C.R RKEEL/R/Alatasetal_A.R RKEEL/R/AssociationRulesAlgorithm.R RKEEL/R/GANN-C.R RKEEL/R/FuzzyApriori_A.R RKEEL/R/POP-TSS.R RKEEL/R/RBFN-R.R RKEEL/R/NU_SVM-C.R RKEEL/R/PNN-C.R RKEEL/R/FCRA-C.R RKEEL/R/NICGAR_A.R RKEEL/R/Ignore-MV.R RKEEL/R/UniformFrequency-D.R RKEEL/R/SMO-C.R RKEEL/R/PolQuadraticLMS-C.R RKEEL/R/IterativePartitioningFilter-F.R RKEEL/R/KeelAlgorithm.R RKEEL/R/LinearLMS-R.R RKEEL/R/VWFuzzyKNN-C.R RKEEL/R/KSNN-C.R RKEEL/R/FuzzyNPC-C.R RKEEL/R/PW-C.R RKEEL/R/MLP-BP-R.R RKEEL/R/SFS-IEP-FS.R RKEEL/R/FuzzyKNN-C.R RKEEL/R/LVF-IEP-FS.R RKEEL/R/ID3-D.R RKEEL/R/AllPosible-MV.R RKEEL/R/Slipper-C.R RKEEL/R/C45-C.R RKEEL/R/FURIA-C.R RKEEL/R/ModelCS-TSS.R RKEEL/R/GeneticFuzzyAprioriDC_A.R RKEEL/R/RBFN-C.R RKEEL/R/C45_Binarization-C.R RKEEL/R/Deeps-C.R RKEEL/R/GFS-AdaBoost-C.R RKEEL/R/DT_GA-C.R RKEEL/R/IF_KNN-C.R RKEEL/R/MOPNAR_A.R RKEEL/R/RegressionAlgorithm.R RKEEL/R/M5Rules-R.R RKEEL/R/GENAR_A.R RKEEL/R/GFS-RB-MF-R.R RKEEL/R/MODENAR_A.R RKEEL/R/KeelUtils.R RKEEL/R/SaturationFilter-F.R RKEEL/R/WM-R.R RKEEL/R/AdaBoostNC-C.R RKEEL/R/AssociativeClassificationAlgorithm.R RKEEL/R/KStar-C.R RKEEL/R/ANR-F.R RKEEL/R/Falco_GP-C.R RKEEL/R/NU_SVR-R.R RKEEL/R/AllKNN-TSS.R RKEEL/R/ID3-C.R RKEEL/R/PRISM-C.R RKEEL/R/GAR_A.R RKEEL/R/PUBLIC-C.R RKEEL/R/ClassificationResults.R RKEEL/R/PolQuadraticLMS-R.R RKEEL/R/CleanAttributes-TR.R RKEEL/R/Alcalaetal_A.R RKEEL/R/Proportional-D.R RKEEL/R/ClassificationAlgorithm.R RKEEL/R/Nominal2Binary-TR.R RKEEL/R/M5-R.R RKEEL/R/PART-C.R RKEEL/R/BNGE-C.R RKEEL/R/Logistic-C.R RKEEL/R/Thrift-R.R RKEEL/R/Bojarczuk_GP-C.R RKEEL/R/QAR_CIP_NSGAII_A.R RKEEL/R/C_SVM-C.R RKEEL/R/Kernel-C.R RKEEL/R/MinMax-TR.R RKEEL/R/CHC-C.R RKEEL/R/Ripper-C.R RKEEL/R/CNN-C.R RKEEL/R/FPgrowth_A.R RKEEL/R/RegressionResults.R RKEEL/R/GFS-GP-R.R RKEEL/R/ABB-IEP-FS.R RKEEL/R/EPSILON_SVR-R.R RKEEL/R/GFS-LogitBoost-C.R RKEEL/R/CART-R.R RKEEL/R/ClusterAnalysis-D.R RKEEL/R/CamNN-C.R RKEEL/R/GeneticFuzzyApriori_A.R RKEEL/R/EARMGA_A.R RKEEL/R/BSE-C.R RKEEL/R/PreprocessAlgorithm.R RKEEL/R/CPW-C.R RKEEL/R/CW-C.R RKEEL/R/PFKNN-C.R RKEEL/R/PSRCG-TSS.R RKEEL/R/C45Rules-C.R RKEEL/R/FuzzyFARCHD-C.R RKEEL/R/CFKNN-C.R RKEEL/R/NM-C.R RKEEL/R/PDFC-C.R RKEEL/R/KMeans-MV.R RKEEL/R/GFS-GSP-R.R RKEEL/R/Incr-RBFN-C.R RKEEL/R/Tan_GP-C.R RKEEL/R/DSM-C.R RKEEL/R/UniformWidth-D.R RKEEL/R/NNEP-C.R RKEEL/R/FRNN-C.R RKEEL/R/Decr-RBFN-C.R RKEEL/R/LDA-C.R RKEEL/R/MostCommon-MV.R RKEEL/R/CART-C.R RKEEL/R/SSGA-Integer-knn-FS.R RKEEL/R/NB-C.R RKEEL/R/CFAR-C.R RKEEL/R/ZScore-TR.R RKEEL/R/ART-C.R RKEEL/R/KNN-MV.R RKEEL/R/DecimalScaling-TR.R RKEEL/R/RISE-C.R RKEEL/R/JFKNN-C.R RKEEL/R/QDA-C.R RKEEL/R/SGA-C.R RKEEL/R/CenterNN-C.R RKEEL/R/Apriori_A.R RKEEL/R/Shrink-C.R
RKEEL/MD5
RKEEL/DESCRIPTION
RKEEL/man
RKEEL/man/FRNN-C.Rd RKEEL/man/Shrink-C.Rd RKEEL/man/Kernel-C.Rd RKEEL/man/Proportional-D.Rd RKEEL/man/RBFN-R.Rd RKEEL/man/Falco_GP-C.Rd RKEEL/man/NB-C.Rd RKEEL/man/PART-C.Rd RKEEL/man/FuzzyNPC-C.Rd RKEEL/man/MinMax-TR.Rd RKEEL/man/MODENAR_A.Rd RKEEL/man/IF_KNN-C.Rd RKEEL/man/NU_SVR-R.Rd RKEEL/man/GFS-GSP-R.Rd RKEEL/man/GFS-AdaBoost-C.Rd RKEEL/man/GFS-LogitBoost-C.Rd RKEEL/man/M5-R.Rd RKEEL/man/readKeel.Rd RKEEL/man/Slipper-C.Rd RKEEL/man/PreprocessAlgorithm.Rd RKEEL/man/PUBLIC-C.Rd RKEEL/man/NICGAR_A.Rd RKEEL/man/Alcalaetal_A.Rd RKEEL/man/Ripper-C.Rd RKEEL/man/GFS-GP-R.Rd RKEEL/man/RegressionResults.Rd RKEEL/man/loadKeelDataset.Rd RKEEL/man/DecimalScaling-TR.Rd RKEEL/man/SFS-IEP-FS.Rd RKEEL/man/ID3-C.Rd RKEEL/man/POP-TSS.Rd RKEEL/man/runParallel.Rd RKEEL/man/AdaBoostNC-C.Rd RKEEL/man/M5Rules-R.Rd RKEEL/man/GANN-C.Rd RKEEL/man/CenterNN-C.Rd RKEEL/man/ClassificationResults.Rd RKEEL/man/SSGA-Integer-knn-FS.Rd RKEEL/man/PolQuadraticLMS-C.Rd RKEEL/man/Bojarczuk_GP-C.Rd RKEEL/man/Logistic-C.Rd RKEEL/man/runSequential.Rd RKEEL/man/NU_SVM-C.Rd RKEEL/man/ID3-D.Rd RKEEL/man/Bayesian-D.Rd RKEEL/man/CNN-C.Rd RKEEL/man/ModelCS-TSS.Rd RKEEL/man/getAttributeLinesFromDataframes.Rd RKEEL/man/ClusterAnalysis-D.Rd RKEEL/man/Eclat_A.Rd RKEEL/man/BNGE-C.Rd RKEEL/man/AssociationRulesAlgorithm.Rd RKEEL/man/Nominal2Binary-TR.Rd RKEEL/man/FCRA-C.Rd RKEEL/man/IterativePartitioningFilter-F.Rd RKEEL/man/LDA-C.Rd RKEEL/man/C45-C.Rd RKEEL/man/GAR_A.Rd RKEEL/man/SaturationFilter-F.Rd RKEEL/man/hasContinuousData.Rd RKEEL/man/KSNN-C.Rd RKEEL/man/CFKNN-C.Rd RKEEL/man/RBFN-C.Rd RKEEL/man/Thrift-R.Rd RKEEL/man/CW-C.Rd RKEEL/man/EPSILON_SVR-R.Rd RKEEL/man/Apriori_A.Rd RKEEL/man/isMultiClass.Rd RKEEL/man/QAR_CIP_NSGAII_A.Rd RKEEL/man/UniformWidth-D.Rd RKEEL/man/hasMissingValues.Rd RKEEL/man/Ignore-MV.Rd RKEEL/man/DSM-C.Rd RKEEL/man/WM-R.Rd RKEEL/man/CART-C.Rd RKEEL/man/LinearLMS-R.Rd RKEEL/man/CFAR-C.Rd RKEEL/man/KeelAlgorithm.Rd RKEEL/man/SGA-C.Rd RKEEL/man/UniformFrequency-D.Rd RKEEL/man/KStar-C.Rd RKEEL/man/DT_GA-C.Rd RKEEL/man/ART-C.Rd RKEEL/man/CART-R.Rd RKEEL/man/KMeans-MV.Rd RKEEL/man/CHC-C.Rd RKEEL/man/MostCommon-MV.Rd RKEEL/man/PSRCG-TSS.Rd RKEEL/man/C45Rules-C.Rd RKEEL/man/BSE-C.Rd RKEEL/man/Decr-RBFN-C.Rd RKEEL/man/PNN-C.Rd RKEEL/man/MOPNAR_A.Rd RKEEL/man/GFS-RB-MF-R.Rd RKEEL/man/writeDatFromDataframes.Rd RKEEL/man/AllPosible-MV.Rd RKEEL/man/ZScore-TR.Rd RKEEL/man/VWFuzzyKNN-C.Rd RKEEL/man/Alatasetal_A.Rd RKEEL/man/LinearLMS-C.Rd RKEEL/man/GeneticFuzzyAprioriDC_A.Rd RKEEL/man/Relief-FS.Rd RKEEL/man/NNEP-C.Rd RKEEL/man/KNN-MV.Rd RKEEL/man/EARMGA_A.Rd RKEEL/man/QDA-C.Rd RKEEL/man/FuzzyFARCHD-C.Rd RKEEL/man/PW-C.Rd RKEEL/man/GENAR_A.Rd RKEEL/man/AllKNN-TSS.Rd RKEEL/man/PolQuadraticLMS-R.Rd RKEEL/man/C45_Binarization-C.Rd RKEEL/man/CleanAttributes-TR.Rd RKEEL/man/CamNN-C.Rd RKEEL/man/PDFC-C.Rd RKEEL/man/FuzzyApriori_A.Rd RKEEL/man/PFKNN-C.Rd RKEEL/man/CPW-C.Rd RKEEL/man/C_SVM-C.Rd RKEEL/man/ClassificationAlgorithm.Rd RKEEL/man/RegressionAlgorithm.Rd RKEEL/man/PSO_ACO-C.Rd RKEEL/man/Incr-RBFN-C.Rd RKEEL/man/LVF-IEP-FS.Rd RKEEL/man/writeDatFromDataframe.Rd RKEEL/man/FURIA-C.Rd RKEEL/man/FRSBM-R.Rd RKEEL/man/MLP-BP-C.Rd RKEEL/man/ANR-F.Rd RKEEL/man/SMO-C.Rd RKEEL/man/AssociativeClassificationAlgorithm.Rd RKEEL/man/KNN-C.Rd RKEEL/man/NM-C.Rd RKEEL/man/GeneticFuzzyApriori_A.Rd RKEEL/man/JFKNN-C.Rd RKEEL/man/ABB-IEP-FS.Rd RKEEL/man/Deeps-C.Rd RKEEL/man/FuzzyKNN-C.Rd RKEEL/man/MLP-BP-R.Rd RKEEL/man/RISE-C.Rd RKEEL/man/Tan_GP-C.Rd RKEEL/man/FPgrowth_A.Rd RKEEL/man/MOEA_Ghosh_A.Rd RKEEL/man/PRISM-C.Rd

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