Predict probabilities

[oleg-kachan]

As far as I understand this implementation of CCF do not have a capability to predict probability of a class.

It would be nice to implement this.

[sfeuerriegel]

There are still many things left open as to-do items. THese even hamper the basic functionality of the package at the moment. I hope to resolve it during the course of the year. Best, Stefan

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Am 22.06.2017 um 14:28 schrieb Oleg Kachan ***@***.***>: As far as I understand this implementation of CCF do not have a capability to predict probability of a class. It would be nice to implement this. — You are receiving this because you are subscribed to this thread. Reply to this email directly, view it on GitHub, or mute the thread.

[jandob]

This is true but can easily be fixed.
The forrest prediction is done here

  treePredictions <- apply(treePredictions, 1, function(row) {
    names(which.max(table(row)))
  })

Each row contains the predictions of the individual trees. Instead of returning the class with maximal votes, this can be changed to compute the probabilities.