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minor fixes
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Alexandr-Solovev committed Mar 3, 2025
1 parent 5a14e25 commit 8a593ca
Showing 1 changed file with 19 additions and 19 deletions.
38 changes: 19 additions & 19 deletions docs/source/api/algorithms/ensembles/decision-forest.rst
Original file line number Diff line number Diff line change
Expand Up @@ -69,6 +69,25 @@ variable_importance_mode::mda_scaled
Mean Decrease Accuracy (permutation importance).
This is MDA_Raw value scaled by its standard deviation.

`df_engine_types`
~~~~~~~~~~~~~~~~~

df_engine_types::mt2203
The engine method is mt2203 - Mersenne Twister engine with specific optimizations for
parallel environments.

df_engine_types::mcg59
The engine method is mcg59 - Multiplicative congruential generator with a modulus of \(2^{59}\).

df_engine_types::mt19937
The engine method is mt19937 - Standard Mersenne Twister engine with a period of \(2^{19937} - 1\).

df_engine_types::mrg32k3a
The engine method is mrg32k3a - Combined multiple recursive generator with a period of \(2^{191}\).

df_engine_types::philox4x32x10
The engine method is philox4x32x10 - Counter-based RNG engine optimized for parallel computations.

`infer_mode`
~~~~~~~~~~~~

Expand Down Expand Up @@ -102,25 +121,6 @@ splitter_mode::random
and selects the best feature in terms of impurity
computed for that random split from the feature subsets.

`df_engine_types`
~~~~~~~~~~~~~~~~~

df_engine_types::mt2203
The engine method is mt2203 - Mersenne Twister engine with specific optimizations for
parallel environments..

df_engine_types::mcg59
The engine method is mcg59 - Multiplicative congruential generator with a modulus of \(2^{59}\).

df_engine_types::mt19937
The engine method is mt19937 - Standard Mersenne Twister engine with a period of \(2^{19937} - 1\).

df_engine_types::mrg32k3a
The engine method is mrg32k3a - Combined multiple recursive generator with a period of \(2^{191}\).

df_engine_types::philox4x32x10
The engine method is philox4x32x10 - Counter-based RNG engine optimized for parallel computations.

Descriptor
++++++++++
.. onedal_class:: oneapi::dal::decision_forest::descriptor
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