DEVELOPMENT...
Issue | #Downvotes for this reason | By |
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allow_writing_files | default: FALSE | |
approx_on_full_history | default: TRUE | |
bagging_temperature | default: 1 | |
boost_from_average | default: | |
boosting_type | default: | |
bootstrap_type | default: | |
border_count | default: | |
combinations_ctr | default: | |
counter_calc_method | default: Full | |
ctr_leaf_count_limit | default: | |
ctr_target_border_count | default: | |
depth | default: 6 | |
devices | default: | |
diffusion_temperature | default: 10000 | |
feature_border_type | default: GreedyLogSum | |
feature_weights | default: | |
final_ctr_computation_mode | default: Default | |
first_feature_use_penalties | default: | |
fold_len_multiplier | default: 2 | |
fold_permutation_block | default: | |
grow_policy | default: SymmetricTree | |
has_time | default: FALSE | |
iterations | default: 1000 | |
l2_leaf_reg | default: 3 | |
langevin | default: FALSE | |
leaf_estimation_backtracking | default: AnyImprovement | |
leaf_estimation_iterations | default: | |
leaf_estimation_method | default: | |
learning_rate | default: 0.03 | |
logging_level | default: Silent | |
loss_function | default: RMSE | |
max_ctr_complexity | default: | |
max_leaves | default: 31 | |
metric_period | default: 1 | |
min_data_in_leaf | default: 1 | |
model_shrink_mode | default: | |
model_shrink_rate | default: | |
model_size_reg | default: 0.5 | |
monotone_constraints | default: | |
mvs_reg | default: | |
nan_mode | default: Min | |
ntree_end | default: 0 | |
ntree_start | default: 0 | |
penalties_coefficient | default: 1 | |
per_float_feature_quantization | default: | |
per_object_feature_penalties | default: | |
random_seed | default: 0 | |
random_strength | default: 1 | |
rsm | default: 1 | |
sampling_frequency | default: PerTreeLevel | |
sampling_unit | default: Object | |
save_snapshot | default: FALSE | |
score_function | default: Cosine | |
simple_ctr | default: | |
snapshot_file | default: | |
snapshot_interval | default: 600 | |
store_all_simple_ctr | default: FALSE | |
subsample | default: | |
target_border | default: | |
task_type | default: CPU | |
thread_count | default: 1 | |
train_dir | default: catboost_info | |
verbose | default: FALSE |