threshold in all predict functions to ensure a minimum
probability
Added tweets and tweetsDTM datasets as example data and for time
comparisons
Changed Gaussian model to achieve a huge speed-up
Removed inefficiencies for both the Bernoulli and Multinomial
models. Much faster now.
Bug Fixes
With 2x1 matrices error were thrown
Other Changes
Removed std_threshold in Gaussian model, not necessary since the
introduction of the above threshold feature
Changed comparison to other packages in vignette
fastNaiveBayes 1.1.1
New Features
Detect distribution. Automatically determine the distributions of a
matrix for use with mixed Naive Bayes model
A threshold for the standard deviation for the Gaussian event model.
This way one can ensure that probabilities are real numbers and not
NaN’s due to standard deviation being 0.