Daim: Diagnostic accuracy of classification models.
Version 1.1.0

Several functions for evaluating the accuracy of classification models. The package provides the following performance measures: repeated k-fold cross-validation, 0.632 and 0.632+ bootstrap estimation of the misclassification rate, sensitivity, specificity and AUC. If an application is computationally intensive, parallel execution can be used to reduce the computational effort.

Browse man pages Browse package API and functions Browse package files

AuthorSergej Potapov, Werner Adler, Benjamin Hofner and Berthold Lausen.
Date of publication2013-09-13 14:18:09
MaintainerSergej Potapov <sergej.potapov@gmail.com>
LicenseGPL-2
Version1.1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("Daim")

Man pages

auc.Daim: The area under the ROC curve (AUC)
auc.numeric: The area under the ROC curve (AUC)
Daim: Diagnostic accuracy of classification models.
Daim-class: Class "Daim"
Daim.control: Control parameters for the diagnostic accuracy of models.
Daim.data: Data sets: Artificial bootstrap data sets for use with Daim.
Daim.data3: Data set: Artificial data for use with Daim
Daim-package: Diagnostic accuracy of classification models
deLong.test: DeLong test
performance.Daim: Function to evaluate predictions
plot.Daim: Plotting method for Daim Objects
plot.Daim.roc: Plotting method for roc.Daim Objects
print.Daim: Print Method for Daim Object
roc.area.Daim: Plot the area under the ROC curve
roc.Daim: Compute a ROC curve
summary.Daim: Summarizing a Daim Object

Functions

Daim Man page Source code
Daim-class Man page
Daim-package Man page
Daim.boot.index Source code
Daim.cluster.bcv Source code
Daim.cluster.boot Source code
Daim.cluster.cv Source code
Daim.cluster.cv0 Source code
Daim.control Man page Source code
Daim.data1 Man page
Daim.data2 Man page
Daim.data3 Man page
Daim.depend Source code
Daim.performance Source code
Daim.print.list Source code
DaimList Source code
IntegrateAUC Source code
auc Man page Source code
auc.Daim Man page Source code
auc.default Source code
auc.numeric Man page Source code
deLong.test Man page Source code
performDaim Man page Source code
performDaim.data.frame Man page Source code
performDaim.default Source code
performDaim.matrix Man page Source code
plot.Daim Man page Source code
plot.Daim.list Man page Source code
plot.Daim.vector Man page Source code
print.Daim Man page Source code
print.Daim.vector Man page Source code
print.DeLong Source code
print.summary.Daim Source code
print.summary.Daim.list Source code
print.summary.Daim.vector Source code
print.summary.survDaim Source code
roc Man page Source code
roc.area Man page Source code
roc.area.Daim Man page Source code
roc.area.Daim.list Man page Source code
roc.area.Daim.vector Man page Source code
roc.area.default Source code
roc.data.frame Man page Source code
roc.default Source code
roc.integer Man page Source code
roc.matrix Man page Source code
roc.numeric Man page Source code
summary.Daim Man page Source code
summary.Daim.list Man page Source code
summary.Daim.vector Man page Source code
summary.survDaim Source code

Files

src
src/Makevars
src/utils.c
src/rocDaim.c
src/utils.h
src/sens_spec.c
NAMESPACE
data
data/Daim.data1.rda
data/Daim.data3.rda
data/datalist
data/Daim.data2.rda
R
R/Daim.R
R/print.roc.Daim.R
R/DaimControl.R
R/plot.roc.R
R/roc.area.Daim.R
R/plot.Daim.R
R/performDaim.R
R/DeLong.test.R
R/summary.survDaim.R
R/surv_auc.R
R/roc.R
R/summary.Daim.R
R/print.DeLong.R
R/auc.R
R/print.Daim.R
MD5
DESCRIPTION
man
man/plot.Daim.Rd
man/Daim-package.Rd
man/Daim.data.Rd
man/auc.Daim.Rd
man/auc.numeric.Rd
man/summary.Daim.Rd
man/print.Daim.Rd
man/Daim.control.Rd
man/roc.area.Daim.Rd
man/plot.Daim.roc.Rd
man/deLong.test.Rd
man/Daim.data3.Rd
man/performance.Daim.Rd
man/Daim.Rd
man/roc.Daim.Rd
man/Daim-class.Rd
Daim documentation built on May 19, 2017, 6:52 a.m.