# Using KEEL in R Code

## Documentation for package ‘RKEEL’ version 1.3.3

- DESCRIPTION file.

## Help Pages

A B C D E F G H I J K L M N P Q R S T U V W Z

## -- A --

ABB_IEP_FS | ABB_IEP_FS KEEL Preprocess Algorithm
AdaBoostNC_C | AdaBoostNC_C KEEL Classification Algorithm
AdaBoost_I | AdaBoost_I KEEL Imbalanced 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

## -- B --

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 --

C45Binarization_C | C45Binarization_C KEEL Classification Algorithm
C45Rules_C | C45Rules_C KEEL Classification Algorithm
C45_C | C45_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
C_SVM_C | C_SVM_C KEEL Classification Algorithm

## -- D --

DecimalScaling_TR | DecimalScaling_TR KEEL Preprocess Algorithm
DecrRBFN_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

## -- E --

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

## -- F --

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

## -- G --

GANN_C | GANN_C KEEL Classification Algorithm
GAR_A | GAR_A KEEL Association Rules Algorithm
GENAR_A | GENAR_A KEEL Association Rules Algorithm
GeneticFuzzyAprioriDC_A | GeneticFuzzyAprioriDC_A KEEL Association Rules Algorithm
GeneticFuzzyApriori_A | GeneticFuzzyApriori_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

## -- H --

hasContinuousData | Has Continuous Data
hasMissingValues | Has Missing Values

## -- I --

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
IncrRBFN_C | IncrRBFN_C KEEL Classification Algorithm
isMultiClass | Is Multi-class
IterativePartitioningFilter_F | IterativePartitioningFilter_F KEEL Preprocess Algorithm

## -- J --

JFKNN_C | JFKNN_C KEEL Classification Algorithm

## -- K --

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

## -- L --

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

## -- M --

M5Rules_R | M5Rules_R KEEL Regression Algorithm
M5_R | M5_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

## -- N --

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

## -- P --

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

## -- Q --

QAR_CIP_NSGAII_A | QAR_CIP_NSGAII_A KEEL Association Rules Algorithm
QDA_C | QDA_C KEEL Classification Algorithm

## -- R --

R6_ABB_IEP_FS | ABB_IEP_FS KEEL Preprocess Algorithm
R6_AdaBoostNC_C | AdaBoostNC_C KEEL Classification Algorithm
R6_AdaBoost_I | AdaBoost_I KEEL Imbalanced Classification Algorithm
R6_Alatasetal_A | Alatasetal_A KEEL Association Rules Algorithm
R6_Alcalaetal_A | Alcalaetal_A KEEL Association Rules Algorithm
R6_AllKNN_TSS | AllKNN_TSS KEEL Preprocess Algorithm
R6_AllPosible_MV | AllPosible_MV KEEL Preprocess Algorithm
R6_ANR_F | ANR_F KEEL Preprocess Algorithm
R6_Apriori_A | Apriori_A KEEL Association Rules Algorithm
R6_ART_C | ART_C KEEL Classification Algorithm
R6_Bayesian_D | Bayesian_D KEEL Preprocess Algorithm
R6_BNGE_C | BNGE_C KEEL Classification Algorithm
R6_Bojarczuk_GP_C | Bojarczuk_GP_C KEEL Classification Algorithm
R6_BSE_C | BSE_C KEEL Classification Algorithm
R6_C45Binarization_C | C45Binarization_C KEEL Classification Algorithm
R6_C45Rules_C | C45Rules_C KEEL Classification Algorithm
R6_C45_C | C45_C KEEL Classification Algorithm
R6_CamNN_C | CamNN_C KEEL Classification Algorithm
R6_CART_C | CART_C KEEL Classification Algorithm
R6_CART_R | CART_R KEEL Regression Algorithm
R6_CBA_C | CBA_C KEEL Associative Classification Algorithm
R6_CenterNN_C | CenterNN_C KEEL Classification Algorithm
R6_CFAR_C | CFAR_C KEEL Classification Algorithm
R6_CFKNN_C | CFKNN_C KEEL Classification Algorithm
R6_CHC_C | CHC_C KEEL Classification Algorithm
R6_CleanAttributes_TR | CleanAttributes_TR KEEL Preprocess Algorithm
R6_ClusterAnalysis_D | ClusterAnalysis_D KEEL Preprocess Algorithm
R6_CMAR_C | CMAR_C KEEL Associative Classification Algorithm
R6_CNN_C | CNN_C KEEL Classification Algorithm
R6_CPAR_C | CPAR_C KEEL Associative Classification Algorithm
R6_CPW_C | CPW_C KEEL Classification Algorithm
R6_CW_C | CW_C KEEL Classification Algorithm
R6_C_SVM_C | C_SVM_C KEEL Classification Algorithm
R6_DecimalScaling_TR | DecimalScaling_TR KEEL Preprocess Algorithm
R6_DecrRBFN_C | DecrRBFN_C KEEL Classification Algorithm
R6_Deeps_C | Deeps_C KEEL Classification Algorithm
R6_DSM_C | DSM_C KEEL Classification Algorithm
R6_DT_GA_C | DT_GA_C KEEL Classification Algorithm
R6_EARMGA_A | EARMGA_A KEEL Association Rules Algorithm
R6_Eclat_A | Eclat_A KEEL Association Rules Algorithm
R6_EPSILON_SVR_R | EPSILON_SVR_R KEEL Regression Algorithm
R6_Falco_GP_C | Falco_GP_C KEEL Classification Algorithm
R6_FCRA_C | FCRA_C KEEL Classification Algorithm
R6_FPgrowth_A | FPgrowth_A KEEL Association Rules Algorithm
R6_FRNN_C | FRNN_C KEEL Classification Algorithm
R6_FRSBM_R | FRSBM_R KEEL Regression Algorithm
R6_FURIA_C | FURIA_C KEEL Classification Algorithm
R6_FuzzyApriori_A | FuzzyApriori_A KEEL Association Rules Algorithm
R6_FuzzyFARCHD_C | FuzzyFARCHD_C KEEL Classification Algorithm
R6_FuzzyKNN_C | FuzzyKNN_C KEEL Classification Algorithm
R6_FuzzyNPC_C | FuzzyNPC_C KEEL Classification Algorithm
R6_GANN_C | GANN_C KEEL Classification Algorithm
R6_GAR_A | GAR_A KEEL Association Rules Algorithm
R6_GENAR_A | GENAR_A KEEL Association Rules Algorithm
R6_GeneticFuzzyAprioriDC_A | GeneticFuzzyAprioriDC_A KEEL Association Rules Algorithm
R6_GeneticFuzzyApriori_A | GeneticFuzzyApriori_A KEEL Association Rules Algorithm
R6_GFS_AdaBoost_C | GFS_AdaBoost_C KEEL Classification Algorithm
R6_GFS_GP_R | GFS_GP_R KEEL Regression Algorithm
R6_GFS_GSP_R | GFS_GSP_R KEEL Regression Algorithm
R6_GFS_LogitBoost_C | GFS_LogitBoost_C KEEL Classification Algorithm
R6_GFS_RB_MF_R | GFS_RB_MF_R KEEL Regression Algorithm
R6_ID3_C | ID3_C KEEL Classification Algorithm
R6_ID3_D | ID3_D KEEL Preprocess Algorithm
R6_IF_KNN_C | IF_KNN_C KEEL Classification Algorithm
R6_Ignore_MV | Ignore_MV KEEL Preprocess Algorithm
R6_IncrRBFN_C | IncrRBFN_C KEEL Classification Algorithm
R6_IterativePartitioningFilter_F | IterativePartitioningFilter_F KEEL Preprocess Algorithm
R6_JFKNN_C | JFKNN_C KEEL Classification Algorithm
R6_Kernel_C | Kernel_C KEEL Classification Algorithm
R6_KMeans_MV | KMeans_MV KEEL Preprocess Algorithm
R6_KNN_C | KNN-C KEEL Classification Algorithm
R6_KNN_MV | KNN_MV KEEL Preprocess Algorithm
R6_KSNN_C | KSNN_C KEEL Classification Algorithm
R6_KStar_C | KStar_C KEEL Classification Algorithm
R6_LDA_C | LDA_C KEEL Classification Algorithm
R6_LinearLMS_C | LinearLMS_C KEEL Classification Algorithm
R6_LinearLMS_R | LinearLMS_R KEEL Regression Algorithm
R6_Logistic_C | Logistic_C KEEL Classification Algorithm
R6_LVF_IEP_FS | LVF_IEP_FS KEEL Preprocess Algorithm
R6_M5Rules_R | M5Rules_R KEEL Regression Algorithm
R6_M5_R | M5_R KEEL Regression Algorithm
R6_MinMax_TR | MinMax_TR KEEL Preprocess Algorithm
R6_MLP_BP_C | MLP_BP_C KEEL Classification Algorithm
R6_MLP_BP_R | MLP_BP_R KEEL Regression Algorithm
R6_ModelCS_TSS | ModelCS_TSS KEEL Preprocess Algorithm
R6_MODENAR_A | MODENAR_A KEEL Association Rules Algorithm
R6_MOEA_Ghosh_A | MOEA_Ghosh_A KEEL Association Rules Algorithm
R6_MOPNAR_A | MOPNAR_A KEEL Association Rules Algorithm
R6_MostCommon_MV | MostCommon_MV KEEL Preprocess Algorithm
R6_NB_C | NB_C KEEL Classification Algorithm
R6_NICGAR_A | NICGAR_A KEEL Association Rules Algorithm
R6_NM_C | NM_C KEEL Classification Algorithm
R6_NNEP_C | NNEP_C KEEL Classification Algorithm
R6_Nominal2Binary_TR | Nominal2Binary_TR KEEL Preprocess Algorithm
R6_NU_SVM_C | NU_SVM_C KEEL Classification Algorithm
R6_NU_SVR_R | NU_SVR_R KEEL Regression Algorithm
R6_PART_C | PART_C KEEL Classification Algorithm
R6_PDFC_C | PDFC_C KEEL Classification Algorithm
R6_PFKNN_C | PFKNN_C KEEL Classification Algorithm
R6_PNN_C | PNN_C KEEL Classification Algorithm
R6_PolQuadraticLMS_C | PolQuadraticLMS_C KEEL Classification Algorithm
R6_PolQuadraticLMS_R | PolQuadraticLMS_R KEEL Regression Algorithm
R6_POP_TSS | POP_TSS KEEL Preprocess Algorithm
R6_PRISM_C | PRISM_C KEEL Classification Algorithm
R6_Proportional_D | Proportional_D KEEL Preprocess Algorithm
R6_PSO_ACO_C | PSO_ACO_C KEEL Classification Algorithm
R6_PSRCG_TSS | PSRCG_TSS KEEL Preprocess Algorithm
R6_PUBLIC_C | PUBLIC_C KEEL Classification Algorithm
R6_PW_C | PW_C KEEL Classification Algorithm
R6_QAR_CIP_NSGAII_A | QAR_CIP_NSGAII_A KEEL Association Rules Algorithm
R6_QDA_C | QDA_C KEEL Classification Algorithm
R6_RBFN_C | RBFN_C KEEL Classification Algorithm
R6_RBFN_R | RBFN_R KEEL Regression Algorithm
R6_Relief_FS | Relief_FS KEEL Preprocess Algorithm
R6_Ripper_C | Ripper_C KEEL Classification Algorithm
R6_RISE_C | RISE_C KEEL Classification Algorithm
R6_SaturationFilter_F | SaturationFilter_F KEEL Preprocess Algorithm
R6_SFS_IEP_FS | SFS_IEP_FS KEEL Preprocess Algorithm
R6_SGA_C | SGA_C KEEL Classification Algorithm
R6_Shrink_C | Shrink_C KEEL Classification Algorithm
R6_Slipper_C | Slipper_C KEEL Classification Algorithm
R6_SMO_C | SMO_C KEEL Classification Algorithm
R6_SSGA_Integer_knn_FS | SSGA_Integer_knn_FS KEEL Preprocess Algorithm
R6_Tan_GP_C | Tan_GP_C KEEL Classification Algorithm
R6_Thrift_R | Thrift_R KEEL Regression Algorithm
R6_UniformFrequency_D | UniformFrequency_D KEEL Preprocess Algorithm
R6_UniformWidth_D | UniformWidth_D KEEL Preprocess Algorithm
R6_VWFuzzyKNN_C | VWFuzzyKNN_C KEEL Classification Algorithm
R6_WM_R | WM_R KEEL Regression Algorithm
R6_ZScore_TR | ZScore_TR KEEL Preprocess Algorithm
RBFN_C | RBFN_C KEEL Classification Algorithm
RBFN_R | RBFN_R KEEL Regression Algorithm
read.keel | 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

## -- S --

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

## -- T --

Tan_GP_C | Tan_GP_C KEEL Classification Algorithm
Thrift_R | Thrift_R KEEL Regression Algorithm

## -- U --

UniformFrequency_D | UniformFrequency_D KEEL Preprocess Algorithm
UniformWidth_D | UniformWidth_D KEEL Preprocess Algorithm

## -- V --

VWFuzzyKNN_C | VWFuzzyKNN_C KEEL Classification Algorithm

## -- W --

WM_R | WM_R KEEL Regression Algorithm
writeDatFromDataframe | Write .dat from data.frame
writeDatFromDataframes | Write .dat from data.frames

## -- Z --

ZScore_TR | ZScore_TR KEEL Preprocess Algorithm