Daim: Diagnostic accuracy of classification models.

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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.

Author
Sergej Potapov, Werner Adler, Benjamin Hofner and Berthold Lausen.
Date of publication
2013-09-13 14:18:09
Maintainer
Sergej Potapov <sergej.potapov@gmail.com>
License
GPL-2
Version
1.1.0

View on CRAN

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

Files in this package

Daim
Daim/src
Daim/src/Makevars
Daim/src/utils.c
Daim/src/rocDaim.c
Daim/src/utils.h
Daim/src/sens_spec.c
Daim/NAMESPACE
Daim/data
Daim/data/Daim.data1.rda
Daim/data/Daim.data3.rda
Daim/data/datalist
Daim/data/Daim.data2.rda
Daim/R
Daim/R/Daim.R
Daim/R/print.roc.Daim.R
Daim/R/DaimControl.R
Daim/R/plot.roc.R
Daim/R/roc.area.Daim.R
Daim/R/plot.Daim.R
Daim/R/performDaim.R
Daim/R/DeLong.test.R
Daim/R/summary.survDaim.R
Daim/R/surv_auc.R
Daim/R/roc.R
Daim/R/summary.Daim.R
Daim/R/print.DeLong.R
Daim/R/auc.R
Daim/R/print.Daim.R
Daim/MD5
Daim/DESCRIPTION
Daim/man
Daim/man/plot.Daim.Rd
Daim/man/Daim-package.Rd
Daim/man/Daim.data.Rd
Daim/man/auc.Daim.Rd
Daim/man/auc.numeric.Rd
Daim/man/summary.Daim.Rd
Daim/man/print.Daim.Rd
Daim/man/Daim.control.Rd
Daim/man/roc.area.Daim.Rd
Daim/man/plot.Daim.roc.Rd
Daim/man/deLong.test.Rd
Daim/man/Daim.data3.Rd
Daim/man/performance.Daim.Rd
Daim/man/Daim.Rd
Daim/man/roc.Daim.Rd
Daim/man/Daim-class.Rd