changeforest 0.5.0
0.5.0 - (2022-03-15)
Breaking changes:
- The parameters
random_forest_mtry
andrandom_forest_n_trees
ofControl
have been renamed torandom_forest_max_features
andrandom_forest_n_estimators
. - The default value for
random_forest_max_features
now isfloor(sqrt(d))
.
New features:
- The parameter
random_forest_max_features
now can be supplied with a fraction0 < f < 1
, an integeri>=1
,None
(Python, Rust) /NULL
(R) and"sqrt"
. Then, for each split, repsectivelyfloor(f d)
,i
,d
orfloor(sqrt(d))
features are considered.
Other changes:
- Bump
biosphere
dependency to 0.3.0