Depth-Based Classification and Calculation of Data Depth


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Documentation for package ‘ddalpha’ version 1.1.3.1

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A B C D E G H I K M N O P R S T U V W

ddalpha-package Depth-Based Classification and Calculation of Data Depth

-- A --

alpha Train DD-Classifier

-- B --

baby Data for classification
banknoten Data for classification
biomed Data for classification
bloodtransfusion Data for classification
breast_cancer_wisconsin Data for classification
bupa Data for classification

-- C --

chemdiab_1vs2 Data for classification
chemdiab_1vs3 Data for classification
chemdiab_2vs3 Data for classification
cloud Data for classification
compclassf.classify Classify using Functional componentwise classifier
compclassf.train Functional componentwise classifier
crabB_MvsF Data for classification
crabF_BvsO Data for classification
crabM_BvsO Data for classification
crabO_MvsF Data for classification
crab_BvsO Data for classification
crab_MvsF Data for classification
cricket_CvsP Data for classification

-- D --

data Data for classification
dataf.* Functional data sets
dataf.geneexp Gene expression profile data
dataf.growth Berkeley Growth Study data
dataf.medflies Relationship of age patterns of fecundity to mortality for female Medflies.
dataf.sim.1.CFF07 Model 1 from Cuevas et al. (2007)
dataf.sim.2.CFF07 Model 2 from Cuevas et al. (2007)
dataf.tecator Functional data set spectrometric data (Tecator)
ddalpha Depth-Based Classification and Calculation of Data Depth
ddalpha.classify Classify using DDalpha-Classifier
ddalpha.getErrorRateCV Test DD-Classifier
ddalpha.getErrorRatePart Test DD-Classifier
ddalpha.test Test DD-Classifier
ddalpha.train Train DD-Classifier
ddalphaf.classify Classify using Functional DDalpha-Classifier
ddalphaf.train Functional DDalpha-classifier
depth.* Calculate Depth
depth.contours Depth contours
depth.contours.ddalpha Depth contours
depth.graph Depth graph
depth.halfspace Calculate the halfspace Depth
depth.Mahalanobis Calculate the Mahalanobis Depth
depth.potential Calculate the potential of the data
depth.projection Calculate the Projection Depth
depth.simplicial Calculate the simplicial depth
depth.simplicialVolume Calculate the simplicial volume depth
depth.space.* Calculate Depth Space using the given Depth
depth.space.halfspace Calculate Depth Space using the Tukey Depth
depth.space.Mahalanobis Calculate Depth Space using Mahalanobis Depth
depth.space.potential Calculate Potential Space
depth.space.projection Calculate Depth Space using Projection Depth
depth.space.simplicial Calculate Depth Space using Simplicial Depth
depth.space.simplicialVolume Calculate Depth Space using simplicial volume Depth
depth.space.spatial Calculate Depth Space using Spatial Depth
depth.space.zonoid Calculate Depth Space using Zonoid Depth
depth.spatial Calculate the Spatial Depth
depth.zonoid Calculate Zonoid Depth
diabetes Data for classification
draw.ddplot Draw _DD_-plot

-- E --

ecoli_cpvsim Data for classification
ecoli_cpvspp Data for classification
ecoli_imvspp Data for classification

-- G --

gemsen_MvsF Data for classification
getdata Data for classification
glass Data for classification
groessen_MvsF Data for classification

-- H --

haberman Data for classification
heart Data for classification
hemophilia Data for classification

-- I --

indian_liver_patient_1vs2 Data for classification
indian_liver_patient_FvsM Data for classification
irish_ed_MvsF Data for classification
iris_setosavsversicolor Data for classification
iris_setosavsvirginica Data for classification
iris_versicolorvsvirginica Data for classification
is.in.convex Check Outsiderness

-- K --

kidney Data for classification
knnlm Train DD-Classifier

-- M --

maxD Train DD-Classifier

-- N --

nlm_optimize_r NLM optimization

-- O --

outsiders Train DD-Classifier

-- P --

pima Data for classification
plasma_retinol_MvsF Data for classification
plotf Plot the functional data
polynomial Train DD-Classifier

-- R --

resetPar Reset graphical parameters

-- S --

segmentation Data for classification
socmob_IvsNI Data for classification
socmob_WvsB Data for classification

-- T --

tae Data for classification
tennis_MvsF Data for classification
tips_DvsN Data for classification
tips_MvsF Data for classification

-- U --

uscrime_SvsN Data for classification

-- V --

vertebral_column Data for classification
veteran_lung_cancer Data for classification
vowel_MvsF Data for classification

-- W --

wine_1vs2 Data for classification
wine_1vs3 Data for classification
wine_2vs3 Data for classification