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/>.

Author
Jose Moyano [aut, cre], Luciano Sanchez Ramos [aut]
Date of publication
2016-02-02 12:46:03
Maintainer
Jose Moyano <i02momuj@uco.es>
License
GPL
Version
1.1.6

View on CRAN

Man pages

ABB-IEP-FS
ABB_IEP_FS KEEL Preprocess Algorithm
AdaBoostNC-C
AdaBoostNC_C KEEL Classification Algorithm
AllKNN-TSS
AllKNN_TSS KEEL Preprocess Algorithm
AllPosible-MV
AllPosible_MV KEEL Preprocess Algorithm
ANR-F
ANR_F KEEL Preprocess Algorithm
ART-C
ART_C KEEL Classification 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
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
FRNN-C
FRNN_C KEEL Classification Algorithm
FRSBM-R
FRSBM_R KEEL Regression Algorithm
FURIA-C
FURIA_C KEEL Classification 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
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
MostCommon-MV
MostCommon_MV KEEL Preprocess Algorithm
NB-C
NB_C KEEL Classification 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
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/PSO_ACO-C.R
RKEEL/R/LinearLMS-C.R
RKEEL/R/KNN-C.R
RKEEL/R/FRSBM-R.R
RKEEL/R/MLP-BP-C.R
RKEEL/R/GANN-C.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/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/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/RegressionAlgorithm.R
RKEEL/R/M5Rules-R.R
RKEEL/R/GFS-RB-MF-R.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/PUBLIC-C.R
RKEEL/R/ClassificationResults.R
RKEEL/R/PolQuadraticLMS-R.R
RKEEL/R/CleanAttributes-TR.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/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/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/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/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/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/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/BNGE-C.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/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/isMultiClass.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/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/LinearLMS-C.Rd
RKEEL/man/Relief-FS.Rd
RKEEL/man/NNEP-C.Rd
RKEEL/man/KNN-MV.Rd
RKEEL/man/QDA-C.Rd
RKEEL/man/FuzzyFARCHD-C.Rd
RKEEL/man/PW-C.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/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/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/PRISM-C.Rd