Last data update: 2014.03.03
Data Source
Data Type
Classification
Cran Task View
BiocViews
SMO (statistical methods ontology)
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summary lists the model information for fitted model and final confusion matrix.
● Data Source:
CranContrib
print lists the model information and final confusion matrix for submitted data.
● Data Source:
CranContrib
predict classifies a new set of observations from a previously built classifier. This function will provide either a vector of new classes, class probability estimates, or both.
● Data Source:
CranContrib
‘maboost’ is used to fit a variety of stochastic boosting models for binary and multiclass responses as described in A Boosting Framework on Grounds of Online Learning by T. Naghibi and B. Pfister, (2014).
● Data Source:
CranContrib
maboost.update updates the maboost object to have additional trees given a new number of iterations.
● Data Source:
CranContrib
varplot.maboost ranks the variable according to their importance.
● Data Source:
CranContrib
providing 
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