Last data update: 2014.03.03

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Classification

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predict.GAMens (Package: GAMens) : Predicts from a fitted GAMens object (i.e., GAMbag, GAMrsm or GAMens classifier).

Generates predictions (classes and class membership probabilities) for observations in a dataframe using a GAMens object (i.e., GAMens, GAMrsm or GAMbag classifier).
● Data Source: CranContrib
● Keywords: classif, models
● Alias: predict.GAMens
● 0 images

GAMens.cv (Package: GAMens) : Runs v-fold cross validation with GAMbag, GAMrsm or GAMens ensemble classifier

In v-fold cross validation, the data are divided into v subsets of approximately equal size. Subsequently, one of the v data parts is excluded while the remainder of the data is used to create a GAMens object. Predictions are generated for the excluded data part. The process is repeated v times.
● Data Source: CranContrib
● Keywords: classif, models
● Alias: GAMens.cv
● 0 images

GAMens (Package: GAMens) : Applies the GAMbag, GAMrsm or GAMens ensemble classifier to a data set

Fits the GAMbag, GAMrsm or GAMens ensemble algorithms for binary classification using generalized additive models as base classifiers.
● Data Source: CranContrib
● Keywords: classif, models
● Alias: GAMens
● 0 images