R: Summary of model fit for arbitrary data (test, validation, or...
summary.maboost
R Documentation
Summary of model fit for arbitrary data (test, validation, or training)
Description
summary lists the model information for fitted model and final
confusion matrix.
Usage
## S3 method for class 'maboost'
summary(object, n.iter=NULL, ...)
Arguments
object
object generated by 'maboost'.
n.iter
specific iteration to obtain the training and testing information at.
...
other arguments not used by this function.
Details
summary produces a summary of the original function call, method
used for boosting for a specific iteration, accuracy, and kappa
statistic (a measure of agreement between the observed classification and
predicted classification) for the training data.
In addition, if any other data set (i.e. test or validation)
has been incorporated to the maboost object,
summary produces analogous information.