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Avoid double impurity calculation inside criterion.pyx in tree module #885

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@gdaiha gdaiha commented May 10, 2024

Inspired by https://github.com/scikit-learn/scikit-learn/pull/18203/files# in Sklearn`s RandomForest, this PR aims to avoid double calculation of impurity inside criterion.pyx of tree module

kbattocchi and others added 10 commits May 10, 2024 14:33
Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
Signed-off-by: Gabriel Daiha <gabriel.alves@picpay.com>
Signed-off-by: Gabriel Daiha <gabriel.alves@picpay.com>
Signed-off-by: Gabriel Daiha <gabriel.alves@picpay.com>
Signed-off-by: Gabriel Daiha <gabriel.alves@picpay.com>
until dependencies are available.

Signed-off-by: Keith Battocchi <kebatt@microsoft.com>
Signed-off-by: Gabriel Daiha <gabriel.alves@picpay.com>
…y-why#879)

* Fixed normal inference results confidence interval unnecessary loop

Signed-off-by: gdaiha <110778471+gdaiha@users.noreply.github.com>
Signed-off-by: Gabriel Daiha <gabriel.alves@picpay.com>
Signed-off-by: Gabriel Daiha <gabriel.alves@picpay.com>
Increase sample size to reduce errors

Signed-off-by: kgao <kevin.leo.gao@gmail.com>
Signed-off-by: Gabriel Daiha <gabriel.alves@picpay.com>
Signed-off-by: Gabriel Daiha <gabriel.alves@picpay.com>
Signed-off-by: Gabriel Daiha <gabriel.alves@picpay.com>
Signed-off-by: Gabriel Daiha <gabriel.alves@picpay.com>
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gdaiha commented May 10, 2024

Can't understand exactly why these tests are failing. The only thing I've done here was to move impurity_improvement after the calculation of best.impurity_left and best.impurity_right and changed impurity_improvement signature. Tests are claiming for errors in shape of outputs of grf and cf tests

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3 participants