Entry: assig
Aliases: assig
Keywords: math
Description: Auxiliary function for computing the minimun entropy discretization
URL: ../../../library/dprep/html/assig.html

Entry: baysout
Aliases: baysout
Keywords: methods
Description: Outlier detection using the Bay and Schwabacher's algorithm.
URL: ../../../library/dprep/html/baysout.html

Entry: breastw
Aliases: breastw
Keywords: datasets
Description: The Breast Wisconsin dataset
URL: ../../../library/dprep/html/breastw.html

Entry: bupa
Aliases: bupa
Keywords: datasets
Description: The Bupa dataset
URL: ../../../library/dprep/html/bupa.html

Entry: ce.impute
Aliases: ce.impute
Keywords: manip
Description: Imputation in supervised classification
URL: ../../../library/dprep/html/ce.impute.html

Entry: ce.knn.imp
Aliases: ce.knn.imp
Keywords: manip
Description: Function that calls ec.knnimp to perform knn imputation
URL: ../../../library/dprep/html/ce.knn.imp.html

Entry: ce.mimp
Aliases: ce.mimp
Keywords: manip
Description: Mean or median imputation
URL: ../../../library/dprep/html/ce.mimp.html

Entry: censusn
Aliases: censusn
Keywords: datasets
Description: The census dataset
URL: ../../../library/dprep/html/censusn.html

Entry: chiMerge
Aliases: chiMerge
Keywords: manip
Description: Discretization using the Chi-Merge method
URL: ../../../library/dprep/html/chiMerge.html

Entry: clean
Aliases: clean
Keywords: manip
Description: Dataset Cleaning
URL: ../../../library/dprep/html/clean.html

Entry: closest
Aliases: closest
Keywords: math
Description: Auxiliary function for computing the Bay's algorithm
URL: ../../../library/dprep/html/closest.html

Entry: colon
Aliases: colon
Keywords: datasets
Description: The Alon et al.'s colon dataset
URL: ../../../library/dprep/html/colon.html

Entry: combinations
Aliases: combinations
Keywords: manip
Description: Constructing distinct permutations
URL: ../../../library/dprep/html/combinations.html

Entry: crossval
Aliases: crossval
Keywords: classif
Description: Cross validation estimation of the misclassification error
URL: ../../../library/dprep/html/crossval.html

Entry: cv10knn2
Aliases: cv10knn2
Keywords: classif
Description: Auxiliary function for sequential feature selection
URL: ../../../library/dprep/html/cv10knn2.html

Entry: cv10lda2
Aliases: cv10lda2
Keywords: classif
Description: Auxiliary function for sequential forward selection
URL: ../../../library/dprep/html/cv10lda2.html

Entry: cv10log
Aliases: cv10log
Keywords: classif
Description: 10-fold cross validation estimation error for the classifier based on logistic regression
URL: ../../../library/dprep/html/cv10log.html

Entry: cv10mlp
Aliases: cv10mlp
Keywords: classif
Description: 10-fold cross validation error estimation for the multilayer perceptron classifier
URL: ../../../library/dprep/html/cv10mlp.html

Entry: cv10rpart2
Aliases: cv10rpart2
Keywords: classif
Description: Auxiliary function for sequential feature selection
URL: ../../../library/dprep/html/cv10rpart2.html

Entry: decscale
Aliases: decscale
Keywords: manip
Description: Decimal Scaling
URL: ../../../library/dprep/html/decscale.html

Entry: diabetes
Aliases: diabetes
Keywords: datasets
Description: The Pima Indian Diabetes dataset
URL: ../../../library/dprep/html/diabetes.html

Entry: disc.1r
Aliases: disc.1r
Keywords: manip
Description: Discretization using the Holte's 1R method
URL: ../../../library/dprep/html/disc.1r.html

Entry: disc.ef
Aliases: disc.ef
Keywords: manip
Description: Discretization using the method of equal frequencies
URL: ../../../library/dprep/html/disc.ef.html

Entry: disc.ew
Aliases: disc.ew
Keywords: manip
Description: Discretization using the equal width method
URL: ../../../library/dprep/html/disc.ew.html

Entry: disc.mentr
Aliases: disc.mentr
Keywords: manip
Description: Discretization using the Minimum Entropy criterion
URL: ../../../library/dprep/html/disc.mentr.html

Entry: disc2
Aliases: disc2
Keywords: manip
Description: Auxiliary function for performing discretization using equal frequency
URL: ../../../library/dprep/html/disc2.html

Entry: discretevar
Aliases: discretevar
Keywords: manip
Description: Performs Minimum Entropy discretization for a given attribute
URL: ../../../library/dprep/html/discretevar.html

Entry: dist.to.knn
Aliases: dist.to.knn
Keywords: math
Description: Auxiliary function for the LOF algorithm
URL: ../../../library/dprep/html/dist.to.knn.html

Entry: distan2
Aliases: distan2
Keywords: math
Description: Auxiliary function for computing the RELIEF
URL: ../../../library/dprep/html/distan2.html

Entry: distancia
Aliases: distancia
Keywords: math
Description: Vector-Vector Euclidiean Distance Function
URL: ../../../library/dprep/html/distancia.html

Entry: ec.knnimp
Aliases: ec.knnimp
Keywords: manip
Description: KNN Imputation
URL: ../../../library/dprep/html/ec.knnimp.html

Entry: eje1dis
Aliases: eje1dis
Keywords: datasets
Description: Basic example for discriminant analysis
URL: ../../../library/dprep/html/eje1dis.html

Entry: finco
Aliases: finco
Keywords: methods
Description: FINCO Feature Selection Algorithm
URL: ../../../library/dprep/html/finco.html

Entry: hawkins
Aliases: hawkins
Keywords: datasets
Description: The Hawkins-Bradu-Kass dataset
URL: ../../../library/dprep/html/hawkins.html

Entry: heartc
Aliases: heartc
Keywords: datasets
Description: The Heart Cleveland dataset
URL: ../../../library/dprep/html/heartc.html

Entry: hepatitis
Aliases: hepatitis
Keywords: datasets
Description: The hepatitis dataset
URL: ../../../library/dprep/html/hepatitis.html

Entry: imagmiss
Aliases: imagmiss
Keywords: hplot
Description: Visualization of Missing Data
URL: ../../../library/dprep/html/imagmiss.html

Entry: inconsist
Aliases: inconsist
Keywords: misc
Description: Computing the inconsistency measure
URL: ../../../library/dprep/html/inconsist.html

Entry: ionosphere
Aliases: ionosphere
Keywords: datasets
Description: The Ionosphere dataset
URL: ../../../library/dprep/html/ionosphere.html

Entry: knneigh.vect
Aliases: knneigh.vect
Keywords: math
Description: Auxiliary function for computing the LOF algorithm
URL: ../../../library/dprep/html/knneigh.vect.html

Entry: lofactor
Aliases: lofactor
Keywords: methods
Description: Local Outlier Factor
URL: ../../../library/dprep/html/lofactor.html

Entry: lvf
Aliases: lvf
Keywords: methods
Description: Las Vegas Filter
URL: ../../../library/dprep/html/lvf.html

Entry: mahaout
Aliases: mahaout
Keywords: methods
Description: Multivariate outlier detection through the boxplot of the Mahalanobis distance
URL: ../../../library/dprep/html/mahaout.html

Entry: mardia
Aliases: mardia
Keywords: multivariate
Description: The Mardia's test of normality
URL: ../../../library/dprep/html/mardia.html

Entry: maxdist
Aliases: maxdist
Keywords: math
Description: Auxiliary function for computing the Bay's algorithm
URL: ../../../library/dprep/html/maxdist.html

Entry: maxlof
Aliases: maxlof
Keywords: methods
Description: Detection of multivariate outliers using the LOF algorithm
URL: ../../../library/dprep/html/maxlof.html

Entry: midpoints
Aliases: midpoints
Keywords: math
Description: Auxiliary function for computing the minimun entropy discretization
URL: ../../../library/dprep/html/midpoints.html

Entry: mmnorm
Aliases: mmnorm
Keywords: manip
Description: Min-max normalization
URL: ../../../library/dprep/html/mmnorm.html

Entry: mo3
Aliases: mo3
Keywords: multivariate
Description: The third momment of a multivariate distribution
URL: ../../../library/dprep/html/mo3.html

Entry: mo4
Aliases: mo4
Keywords: multivariate
Description: The fourth moment of a multivariate distribution
URL: ../../../library/dprep/html/mo4.html

Entry: moda
Aliases: moda
Keywords: univar
Description: Calculating the Mode
URL: ../../../library/dprep/html/moda.html

Entry: my.iris
Aliases: my.iris
Keywords: datasets
Description: The Iris dataset
URL: ../../../library/dprep/html/my.iris.html

Entry: near1
Aliases: near1
Keywords: math
Description: Auxiliary function for the reliefcont function
URL: ../../../library/dprep/html/near1.html

Entry: near2
Aliases: near2
Keywords: math
Description: Auxiliary function for the reliefcat function
URL: ../../../library/dprep/html/near2.html

Entry: nnmiss
Aliases: nnmiss
Keywords: manip
Description: Auxiliary function for knn imputation
URL: ../../../library/dprep/html/nnmiss.html

Entry: outbox
Aliases: outbox
Keywords: methods
Description: Detecting outliers through boxplots of the features.
URL: ../../../library/dprep/html/outbox.html

Entry: parallelplot
Aliases: parallelplot
Keywords: hplot
Description: Parallel Coordinate Plot
URL: ../../../library/dprep/html/parallelplot.html

Entry: pp.golub
Aliases: pp.golub
Keywords: datasets
Description: The preprocessed Golub's dataset
URL: ../../../library/dprep/html/pp.golub.html

Entry: rangenorm
Aliases: rangenorm
Keywords: manip
Description: range normalization
URL: ../../../library/dprep/html/rangenorm.html

Entry: reachability
Aliases: reachability
Keywords: math
Description: Function for computing the reachability function in the LOF algortihm
URL: ../../../library/dprep/html/reachability.html

Entry: redundancy
Aliases: redundancy
Keywords: manip
Description: Find out the unique observations in a dataset along with their fequencies
URL: ../../../library/dprep/html/redundancy.html

Entry: relief
Aliases: relief
Keywords: methods
Description: RELIEF Feature Selection
URL: ../../../library/dprep/html/relief.html

Entry: reliefcat
Aliases: reliefcat
Keywords: methods
Description: Feature selection by the Relief for datasets only with nominal features
URL: ../../../library/dprep/html/reliefcat.html

Entry: reliefcont
Aliases: reliefcont
Keywords: methods
Description: Feature selection by the Relief for datasets only with continuous features
URL: ../../../library/dprep/html/reliefcont.html

Entry: robout
Aliases: robout
Keywords: methods
Description: Outlier Detection with Robust Mahalonobis distance
URL: ../../../library/dprep/html/robout.html

Entry: row.matches
Aliases: row.matches
Keywords: manip
Description: Finding rows in a matrix equal to a given vector
URL: ../../../library/dprep/html/row.matches.html

Entry: sbs1
Aliases: sbs1
Keywords: methods
Description: One-step sequential backward selection
URL: ../../../library/dprep/html/sbs1.html

Entry: score
Aliases: score
Keywords: math
Description: Score function used in the Bay's algorithm
URL: ../../../library/dprep/html/score.html

Entry: sffs
Aliases: sffs
Keywords: methods
Description: Sequential Floating Forward Method
URL: ../../../library/dprep/html/sffs.html

Entry: sfs
Aliases: sfs
Keywords: methods
Description: Sequential Forward Selection
URL: ../../../library/dprep/html/sfs.html

Entry: sfs1
Aliases: sfs1
Keywords: methods
Description: One-step sequential forward selection
URL: ../../../library/dprep/html/sfs1.html

Entry: signorm
Aliases: signorm
Keywords: manip
Description: Sigmoidal Normalization
URL: ../../../library/dprep/html/signorm.html

Entry: softmaxnorm
Aliases: softmaxnorm
Keywords: manip
Description: Softmax Normalization
URL: ../../../library/dprep/html/softmaxnorm.html

Entry: sonar
Aliases: sonar
Keywords: datasets
Description: The Sonar dataset
URL: ../../../library/dprep/html/sonar.html

Entry: srbct
Aliases: srbct
Keywords: datasets
Description: The Khan et al.'s small round blood cells dataset
URL: ../../../library/dprep/html/srbct.html

Entry: starcoord
Aliases: starcoord
Keywords: hplot
Description: The star coordinates plot
URL: ../../../library/dprep/html/starcoord.html

Entry: surveyplot
Aliases: surveyplot
Keywords: hplot
Description: Surveyplot
URL: ../../../library/dprep/html/surveyplot.html

Entry: tchisq
Aliases: tchisq
Keywords: math
Description: Auxiliary function for the Chi-Merge discretization
URL: ../../../library/dprep/html/tchisq.html

Entry: top
Aliases: top
Keywords: methods
Description: Auxiliary function for the Bay's Algorithm
URL: ../../../library/dprep/html/top.html

Entry: vehicle
Aliases: vehicle
Keywords: datasets
Description: The Vehicle dataset
URL: ../../../library/dprep/html/vehicle.html

Entry: vvalen
Aliases: vvalen
Keywords: misc
Description: The Van Valen test for equal covariance matrices
URL: ../../../library/dprep/html/vvalen.html

Entry: vvalen1
Aliases: vvalen1
Keywords: methods
Description: Auxiliary function for computing the Van Valen's homocedasticity test
URL: ../../../library/dprep/html/vvalen1.html

Entry: znorm
Aliases: znorm
Keywords: manip
Description: Z-score normalization
URL: ../../../library/dprep/html/znorm.html
