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changeforest 0.5.0

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@mlondschien mlondschien released this 15 Mar 10:45
· 74 commits to main since this release
157394c

0.5.0 - (2022-03-15)

Breaking changes:

  • The parameters random_forest_mtry and random_forest_n_trees of Control have been renamed to random_forest_max_features and random_forest_n_estimators.
  • The default value for random_forest_max_features now is floor(sqrt(d)).

New features:

  • The parameter random_forest_max_features now can be supplied with a fraction 0 < f < 1, an integer i>=1, None (Python, Rust) / NULL (R) and "sqrt". Then, for each split, repsectively floor(f d), i, d or floor(sqrt(d)) features are considered.

Other changes:

  • Bump biosphere dependency to 0.3.0