# Depth-Based Classification and Calculation of Data Depth

## Documentation for package ‘ddalpha’ version 1.2.1

- DESCRIPTION file.

## Help Pages

A B C D E G H I K M 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
Custom Methods | Using Custom Depth Functions and Classifiers

## -- 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.getErrorRateCV | Test functional DDalpha-classifier
ddalphaf.getErrorRatePart | Test functional DDalpha-classifier
ddalphaf.test | Test 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
dknn.classify | Depth-based kNN
dknn.classify.trained | Depth-based kNN
dknn.train | Depth-based kNN
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

## -- O --

outsiders | Train DD-Classifier

## -- P --

pima | Data for classification
plasma_retinol_MvsF | Data for classification
plot.ddalpha | Plots for the "ddalpha" class
plot.ddalphaf | Plots for the "ddalphaf" class
plot.functional | Plot the functional data
polynomial | Train DD-Classifier
predict.compclassf | Classify using Functional componentwise classifier
predict.ddalpha | Classify using DDalpha-Classifier
predict.ddalphaf | Classify using Functional DDalpha-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