default hyperparameters

Author: mathias-von-ottenbreit

aplr/aplr.py

@@ -272,13 +272,13 @@ def __init__(
         random_state: int = 0,
         n_jobs: int = 0,
         validation_ratio: float = 0.2,
-        bins: int = 300,
+        bins: int = 100,
         verbosity: int = 0,
         max_interaction_level: int = 1,
         max_interactions: int = 100000,
         min_observations_in_split: int = 20,
-        ineligible_boosting_steps_added: int = 10,
-        max_eligible_terms: int = 5,
+        ineligible_boosting_steps_added: int = 20,
+        max_eligible_terms: int = 10,
         boosting_steps_before_pruning_is_done: int = 0,
         boosting_steps_before_interactions_are_allowed: int = 0,
     ):