MAINT HonestForestClassifier now has bootstrap=True as the default. And removing old MIGHT code

doc/api.rst

@@ -145,10 +145,6 @@ tree models.
 .. autosummary::
    :toctree: generated/
 
-   FeatureImportanceForestRegressor
-   FeatureImportanceForestClassifier
-   PermutationForestClassifier
-   PermutationForestRegressor
    build_coleman_forest
    build_permutation_forest
    build_oob_forest

doc/whats_new/v0.5.rst

@@ -26,7 +26,7 @@ Changelog
   handles the case where there is one feature view that is exhausted, and
   another that is not for ``apply_max_features_per_feature_set = False``,
   by `Adam Li`_ (:pr:`#183`).
-- |Fix| :class:`sktree.stats.FeatureImportanceForestClassifier` now correctly passes
+- |Fix| ``sktree.stats.FeatureImportanceForestClassifier`` now correctly passes
   metric kwargs to the null distribution function, by `Adam Li`_ (:pr:`#183`).
 
 Code and Documentation Contributors

doc/whats_new/v0.6.rst

@@ -24,7 +24,7 @@ Changelog
   handles the case where there is one feature view that is exhausted, and
   another that is not for ``apply_max_features_per_feature_set = False``,
   by `Adam Li`_ (:pr:`#183`).
-- |Fix| :class:`sktree.stats.FeatureImportanceForestClassifier` now correctly passes
+- |Fix| ``sktree.stats.FeatureImportanceForestClassifier`` now correctly passes
   metric kwargs to the null distribution function, by `Adam Li`_ (:pr:`#183`).
 - |Enhancement| :func:`sktree.datasets.make_trunk_classification` now
   has a generative model based on Trunk and banded covariance, :func:`sktree.datasets.approximate_clf_mutual_information` and

doc/whats_new/v0.8.rst

@@ -21,6 +21,10 @@ Changelog
 - |Feature| Simulations in ``sktree.datasets.hyppo`` now throw a warning instead
     of an error when the number of samples is less than the number of dimensions.
     By `Sambit Panda`_ (:pr:`#279`)
+- |API| :class:`sktree.HonestForestClassifier` now has ``bootstrap=True`` as the default
+    argument. By `Adam Li`_ (:pr:`#274`)
+- |API| Removed all instances of ``FeatureImportanceForestClassifier`` and outdated
+    MIGHT code. By `Adam Li`_ (:pr:`#274`)
 
 Code and Documentation Contributors
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