Method
__init__
(
self,
iterations=None,
learning_rate=None,
depth=None,
l2_leaf_reg=None,
model_size_reg=None,
rsm=None,
loss_function='RMSE',
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,
one_hot_max_size=None,
random_strength=None,
random_score_type=None,
name=None,
ignored_features=None,
train_dir=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_frequency=None,
sampling_unit=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,
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,
eval_fraction=None,
fixed_binary_splits=None
)
Source from the content-addressed store, hash-verified
| 5943 | _estimator_type = 'regressor' |
| 5944 | |
| 5945 | def __init__( |
| 5946 | self, |
| 5947 | iterations=None, |
| 5948 | learning_rate=None, |
| 5949 | depth=None, |
| 5950 | l2_leaf_reg=None, |
| 5951 | model_size_reg=None, |
| 5952 | rsm=None, |
| 5953 | loss_function='RMSE', |
| 5954 | border_count=None, |
| 5955 | feature_border_type=None, |
| 5956 | per_float_feature_quantization=None, |
| 5957 | input_borders=None, |
| 5958 | output_borders=None, |
| 5959 | fold_permutation_block=None, |
| 5960 | od_pval=None, |
| 5961 | od_wait=None, |
| 5962 | od_type=None, |
| 5963 | nan_mode=None, |
| 5964 | counter_calc_method=None, |
| 5965 | leaf_estimation_iterations=None, |
| 5966 | leaf_estimation_method=None, |
| 5967 | thread_count=None, |
| 5968 | random_seed=None, |
| 5969 | use_best_model=None, |
| 5970 | best_model_min_trees=None, |
| 5971 | verbose=None, |
| 5972 | silent=None, |
| 5973 | logging_level=None, |
| 5974 | metric_period=None, |
| 5975 | ctr_leaf_count_limit=None, |
| 5976 | store_all_simple_ctr=None, |
| 5977 | max_ctr_complexity=None, |
| 5978 | has_time=None, |
| 5979 | allow_const_label=None, |
| 5980 | target_border=None, |
| 5981 | one_hot_max_size=None, |
| 5982 | random_strength=None, |
| 5983 | random_score_type=None, |
| 5984 | name=None, |
| 5985 | ignored_features=None, |
| 5986 | train_dir=None, |
| 5987 | custom_metric=None, |
| 5988 | eval_metric=None, |
| 5989 | bagging_temperature=None, |
| 5990 | save_snapshot=None, |
| 5991 | snapshot_file=None, |
| 5992 | snapshot_interval=None, |
| 5993 | fold_len_multiplier=None, |
| 5994 | used_ram_limit=None, |
| 5995 | gpu_ram_part=None, |
| 5996 | pinned_memory_size=None, |
| 5997 | allow_writing_files=None, |
| 5998 | final_ctr_computation_mode=None, |
| 5999 | approx_on_full_history=None, |
| 6000 | boosting_type=None, |
| 6001 | simple_ctr=None, |
| 6002 | combinations_ctr=None, |
Callers
nothing calls this directly
Tested by
no test coverage detected