R: Negative Binomial Linear Discriminant Analysis

# Negative Binomial Linear Discriminant Analysis

## Documentation for package ‘NBLDA’ version 1.0.1

- DESCRIPTION file

## Help Pages

NBLDA-package | Classifying count data using Poisson/Negative Binomial linear discriminant analysis
cervical | Cervical cancer data
control | Accessors for the 'control' slot.
control-method | Accessors for the 'control' slot.
FindBestTransform | Find the Power Transformation Parameter.
generateCountData | Generate Count Data
getShrinkedDispersions | Estimate Shrinked Overdispersions
inputs | Accessors for the 'input' slot.
inputs-method | Accessors for the 'input' slot.
nblda-class | 'nblda' object
nbldaControl | Control parameters for trained NBLDA model.
nbldaTrained | Accessors for the 'crossValidated' slot.
nbldaTrained-method | Accessors for the 'crossValidated' slot.
nblda_input-class | 'nblda_input' object
nblda_trained-class | 'nblda_trained' object
normalization | Accessors for the 'type' slot.
normalization-method | Accessors for the 'type' slot.
NullModel | Calculate the Normalized Counts and Related Training Parameters.
NullModelTest | Calculate the Normalized Counts and Related Training Parameters.
plot | Plot Method for the 'nblda' and 'nblda_trained' Classes
plot-method | Plot Method for the 'nblda' and 'nblda_trained' Classes
plot.nblda | Plot Method for the 'nblda' and 'nblda_trained' Classes
plot.nblda_trained | Plot Method for the 'nblda' and 'nblda_trained' Classes
predict | Extract predictions from NBLDA model
predict-method | Extract predictions from NBLDA model
predict.nblda | Extract predictions from NBLDA model
selectedFeatures | Accessors for the 'selectedFeatures' slot.
selectedFeatures-method | Accessors for the 'selectedFeatures' slot.
show | Show Method for the S4 classes in NBLDA Package
show-method | Show Method for the S4 classes in NBLDA Package
show.nblda | Show Method for the S4 classes in NBLDA Package
show.nblda_input | Show Method for the S4 classes in NBLDA Package
show.nblda_trained | Show Method for the S4 classes in NBLDA Package
trainNBLDA | Train Model over Different Tuning Parameters