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Add default plot for regr.lm #46

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mllg opened this issue Aug 5, 2020 · 1 comment

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Priority: Low Status: Available Type: Enhancement

Sponsor Member

mllg commented Aug 5, 2020

No description provided.

missuse commented Aug 7, 2020

In my opinion residual plots are suitable here.
ggfortify has a decent autoplot method for lm objects.

autoplot.LearnerRegrLM = function(object, ...) { # nolint
  if (is.null(object$model)) {
    stopf("Learner '%s' must be trained first", object$id)
    }
  if (is.null(object$model$model)) {
    stopf("Learner '%s' must be trained with `keep_model` set to `TRUE`", object$id)
    }
  require_namespaces("ggfortify")
  autoplot(object$model, ...)
}

usage:

task = tsk("mtcars")
learner = lrn("regr.lm")
learner$train(task)
autoplot(learner)

An example of the plot:

mllg added Priority: Low Status: Available Type: Enhancement labels

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