Index

AUC

Receiver Operating Characteristic curve | Area under the ROC

classifier

creating

Creating one-class classifiers

define it yourself

Note for programmers

inspecting

Inspecting one-class classifiers

trivial

Note for programmers

visualizing

General remarks

classifiers

Available classifiers

combining classifiers

Combining one-class classifiers

confidence

Note for programmers

cost curve

Cost curve

cross-validation

Cross-validation

dataset

inspecting

Inspecting one-class datasets

datasets

Datasets

creating

Creating one-class datasets

dd_auc

Area under the ROC

dd_error

Basic errors

dd_F1

Precision and recall

dd_roc

Area under the ROC

density based classifiers

Combining one-class classifiers

distance based classifiers

Combining one-class classifiers

error

Error minimization in one-class | Error computation

F1

Precision and recall

false negative

Error minimization in one-class | Creating one-class classifiers

false positive

Error minimization in one-class

gauss_dd

Creating one-class classifiers

gendatgrid

General remarks

gendatoc

Creating one-class datasets

gendatout

Generating artificial outliers

help

General remarks

isocset

Inspecting one-class datasets

kwhiten

General remarks

label as outlier

Creating one-class datasets

label as target

Creating one-class datasets

make_outliers

Generating artificial outliers

mog_dd

Inspecting one-class classifiers

normalization of classifiers

Combining one-class classifiers

oc_set

Creating one-class datasets

One-class classification

What is one-class classification?

operating point

Area under the ROC | Area under the ROC | Cost curve

outlier

generating

Generating artificial outliers

outlier class

What is one-class classification?

outliers

Creating one-class classifiers

output of a classifier

Note for programmers

philosophy

This manual

plotg

General remarks

precision

Precision and recall

Prtools

This manual

random_dd

Note for programmers

recall

Precision and recall

relabel

Inspecting one-class datasets

ROC curve

Receiver Operating Characteristic curve | Area under the ROC

svdd

Inspecting one-class classifiers | Area under the ROC | General remarks

target class

What is one-class classification?

target_class

Creating one-class datasets

threshold

Creating one-class classifiers

true negative

Error minimization in one-class

true positive

Error minimization in one-class