Using KEEL in R Code

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Documentation for package ‘RKEEL’ version 1.3.3

• DESCRIPTION file.

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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