Method
__init__
(
self,
iterations=None,
learning_rate=None,
depth=None,
l2_leaf_reg=None,
model_size_reg=None,
rsm=None,
loss_function=None,
border_count=None,
feature_border_type=None,
per_float_feature_quantization=None,
input_borders=None,
output_borders=None,
fold_permutation_block=None,
od_pval=None,
od_wait=None,
od_type=None,
nan_mode=None,
counter_calc_method=None,
leaf_estimation_iterations=None,
leaf_estimation_method=None,
thread_count=None,
random_seed=None,
use_best_model=None,
best_model_min_trees=None,
verbose=None,
silent=None,
logging_level=None,
metric_period=None,
ctr_leaf_count_limit=None,
store_all_simple_ctr=None,
max_ctr_complexity=None,
has_time=None,
allow_const_label=None,
target_border=None,
classes_count=None,
class_weights=None,
auto_class_weights=None,
class_names=None,
one_hot_max_size=None,
random_strength=None,
random_score_type=None,
name=None,
ignored_features=None,
train_dir=None,
custom_loss=None,
custom_metric=None,
eval_metric=None,
bagging_temperature=None,
save_snapshot=None,
snapshot_file=None,
snapshot_interval=None,
fold_len_multiplier=None,
used_ram_limit=None,
gpu_ram_part=None,
pinned_memory_size=None,
allow_writing_files=None,
final_ctr_computation_mode=None,
approx_on_full_history=None,
boosting_type=None,
simple_ctr=None,
combinations_ctr=None,
per_feature_ctr=None,
ctr_description=None,
ctr_target_border_count=None,
task_type=None,
device_config=None,
devices=None,
bootstrap_type=None,
subsample=None,
mvs_reg=None,
sampling_unit=None,
sampling_frequency=None,
dev_score_calc_obj_block_size=None,
dev_efb_max_buckets=None,
sparse_features_conflict_fraction=None,
max_depth=None,
n_estimators=None,
num_boost_round=None,
num_trees=None,
colsample_bylevel=None,
random_state=None,
reg_lambda=None,
objective=None,
eta=None,
max_bin=None,
scale_pos_weight=None,
gpu_cat_features_storage=None,
data_partition=None,
metadata=None,
early_stopping_rounds=None,
cat_features=None,
grow_policy=None,
min_data_in_leaf=None,
min_child_samples=None,
max_leaves=None,
num_leaves=None,
score_function=None,
leaf_estimation_backtracking=None,
ctr_history_unit=None,
monotone_constraints=None,
feature_weights=None,
penalties_coefficient=None,
first_feature_use_penalties=None,
per_object_feature_penalties=None,
model_shrink_rate=None,
model_shrink_mode=None,
langevin=None,
diffusion_temperature=None,
posterior_sampling=None,
boost_from_average=None,
text_features=None,
tokenizers=None,
dictionaries=None,
feature_calcers=None,
text_processing=None,
embedding_features=None,
callback=None,
eval_fraction=None,
fixed_binary_splits=None
)
Source from the content-addressed store, hash-verified
| 5303 | _estimator_type = 'classifier' |
| 5304 | |
| 5305 | def __init__( |
| 5306 | self, |
| 5307 | iterations=None, |
| 5308 | learning_rate=None, |
| 5309 | depth=None, |
| 5310 | l2_leaf_reg=None, |
| 5311 | model_size_reg=None, |
| 5312 | rsm=None, |
| 5313 | loss_function=None, |
| 5314 | border_count=None, |
| 5315 | feature_border_type=None, |
| 5316 | per_float_feature_quantization=None, |
| 5317 | input_borders=None, |
| 5318 | output_borders=None, |
| 5319 | fold_permutation_block=None, |
| 5320 | od_pval=None, |
| 5321 | od_wait=None, |
| 5322 | od_type=None, |
| 5323 | nan_mode=None, |
| 5324 | counter_calc_method=None, |
| 5325 | leaf_estimation_iterations=None, |
| 5326 | leaf_estimation_method=None, |
| 5327 | thread_count=None, |
| 5328 | random_seed=None, |
| 5329 | use_best_model=None, |
| 5330 | best_model_min_trees=None, |
| 5331 | verbose=None, |
| 5332 | silent=None, |
| 5333 | logging_level=None, |
| 5334 | metric_period=None, |
| 5335 | ctr_leaf_count_limit=None, |
| 5336 | store_all_simple_ctr=None, |
| 5337 | max_ctr_complexity=None, |
| 5338 | has_time=None, |
| 5339 | allow_const_label=None, |
| 5340 | target_border=None, |
| 5341 | classes_count=None, |
| 5342 | class_weights=None, |
| 5343 | auto_class_weights=None, |
| 5344 | class_names=None, |
| 5345 | one_hot_max_size=None, |
| 5346 | random_strength=None, |
| 5347 | random_score_type=None, |
| 5348 | name=None, |
| 5349 | ignored_features=None, |
| 5350 | train_dir=None, |
| 5351 | custom_loss=None, |
| 5352 | custom_metric=None, |
| 5353 | eval_metric=None, |
| 5354 | bagging_temperature=None, |
| 5355 | save_snapshot=None, |
| 5356 | snapshot_file=None, |
| 5357 | snapshot_interval=None, |
| 5358 | fold_len_multiplier=None, |
| 5359 | used_ram_limit=None, |
| 5360 | gpu_ram_part=None, |
| 5361 | pinned_memory_size=None, |
| 5362 | allow_writing_files=None, |
Callers
nothing calls this directly
Tested by
no test coverage detected