Source

orange-multitarget / docs / rst / EnsembleClassifierChains.rst

Ensemble Classifier Chain

Signals

Inputs:
  • Learner

    The base learner used in the ensemble technique.

Outputs:
  • Learner or Classifier

Description

Usage example

Ensemble classifier chain learner takes a single-target learner and with it creates a number of classifier chains. Each chain is constructed on a random sample of the dataset.

Setting:

  • Number of chains

    Number of classifier chains that are built.

  • Sample size

    The size of the random sample taken from the dataset for each chain.

  • Use actual values

    If checked, the values added into features are actual values from the data. Otherwise the values predicted by the classifier are used.