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ArturoAmorQ committed Oct 10, 2023
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Showing 1 changed file with 6 additions and 6 deletions.
12 changes: 6 additions & 6 deletions python_scripts/trees_classification.py
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# In the next exercise, you will increase the tree depth to get an intuition on
# how such parameter affects the space partitioning.
#
# Finally, we can try to visualize the output of predict_proba for a multiclass
# problem using `DecisionBoundaryDisplay`, except that For a K-class problem,
# you'll have K probability outputs for each data point. Visualizing all these
# on a single plot can quickly become tricky to interpret. It is then common to
# instead produce K separate plots, one for each class, in a one-vs-rest (or
# one-vs-all) fashion.
# Finally, we can try to visualize the output of `predict_proba` for a
# multiclass problem using `DecisionBoundaryDisplay`, except that For a K-class
# problem, you'll have K probability outputs for each data point. Visualizing
# all these on a single plot can quickly become tricky to interpret. It is then
# common to instead produce K separate plots, one for each class, in a
# one-vs-rest (or one-vs-all) fashion.
#
# For example, in the plot below, the first column shows in red the certainty on
# classifying a data point as belonging to the "Adelie" class. Notice that the
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