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[FIX] BIC/AIC for Lasso (#9022)
* correcting information criterion calculation in least_angle.py The information criterion calculation is not compatible with the original paper Zou, Hui, Trevor Hastie, and Robert Tibshirani. "On the “degrees of freedom” of the lasso." The Annals of Statistics 35.5 (2007): 2173-2192. APA * FIX : fix AIC/BIC computation in LassoLarsIC * update what's new * fix test * fix test * address comments * DOC comments and docstring on criterion computation
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- doc/whats_new.rst 3 additions, 0 deletionsdoc/whats_new.rst
- sklearn/linear_model/least_angle.py 8 additions, 4 deletionssklearn/linear_model/least_angle.py
- sklearn/linear_model/tests/test_least_angle.py 2 additions, 11 deletionssklearn/linear_model/tests/test_least_angle.py
- sklearn/linear_model/tests/test_randomized_l1.py 2 additions, 1 deletionsklearn/linear_model/tests/test_randomized_l1.py
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