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FIX Several small fixes #780

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Nov 25, 2024
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4 changes: 2 additions & 2 deletions python_scripts/01_tabular_data_exploration.py
Original file line number Diff line number Diff line change
Expand Up @@ -364,5 +364,5 @@
# and evaluating your machine learning model;
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# * having redundant (or highly correlated) columns can be a problem for some
# machine learning algorithms;
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# * contrary to decision tree, linear models can only capture linear
# interactions, so be aware of non-linear relationships in your data.
# * decision trees create rules at constant values of the features, such as
# vertical and horizontal lines in a 2-dimensional feature space.
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2 changes: 1 addition & 1 deletion python_scripts/cross_validation_learning_curve.py
Original file line number Diff line number Diff line change
Expand Up @@ -104,7 +104,7 @@
#
# If we achieve a plateau and adding new samples in the training set does not
# reduce the testing error, we might have reached the Bayes error rate using the
# available model. Using a more complex model might be the only possibility to
# available model. Using a more expressive model might be the only possibility to
# reduce the testing error further.
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#
# ## Summary
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