Learn R Programming

emil (version 2.0.2)

predict_pamr: Prediction using nearest shrunken centroids.

Description

In case multiple thresholds give the same error the largest one is chosen (i.e. the one keeping the fewest features).

Usage

predict_pamr(object, x, threshold, thres_fun, ...)

Arguments

object
Fitted classifier.
x
Dataset of observations to be classified.
threshold
Threshold to use for classification. This argument is only needed if you want to override the value set during model fitting.
thres_fun
Threshold selection function. Only needed if you want to override the function set during model fitting.
...
Sent to pamr.predict.

Value

  • A list with elements:
    • prediction: Factor of predicted class memberships.
  • probability: Data frame of predicted class probabilities.

See Also

emil, fit_pamr, importance_pamr, modeling_procedure