Flow
mlr3.regr.catboost

mlr3.regr.catboost

Visibility: public Uploaded 03-03-2022 by Sebastian Fischer mlr3_0.13.3, mlr3extralearners_0.5.29, catboost_1.0.3 1 runs
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
Learner regr.catboost from package(s) mlr3, mlr3extralearners, catboost.

Parameters

allow_writing_filesdefault: FALSE
approx_on_full_historydefault: TRUE
bagging_temperaturedefault: 1
boost_from_averagedefault:
boosting_typedefault:
bootstrap_typedefault:
border_countdefault:
combinations_ctrdefault:
counter_calc_methoddefault: Full
ctr_leaf_count_limitdefault:
ctr_target_border_countdefault:
depthdefault: 6
devicesdefault:
diffusion_temperaturedefault: 10000
feature_border_typedefault: GreedyLogSum
feature_weightsdefault:
final_ctr_computation_modedefault: Default
first_feature_use_penaltiesdefault:
fold_len_multiplierdefault: 2
fold_permutation_blockdefault:
grow_policydefault: SymmetricTree
has_timedefault: FALSE
iterationsdefault: 1000
l2_leaf_regdefault: 3
langevindefault: FALSE
leaf_estimation_backtrackingdefault: AnyImprovement
leaf_estimation_iterationsdefault:
leaf_estimation_methoddefault:
learning_ratedefault: 0.03
logging_leveldefault: Silent
loss_functiondefault: RMSE
max_ctr_complexitydefault:
max_leavesdefault: 31
metric_perioddefault: 1
min_data_in_leafdefault: 1
model_shrink_modedefault:
model_shrink_ratedefault:
model_size_regdefault: 0.5
monotone_constraintsdefault:
mvs_regdefault:
nan_modedefault: Min
ntree_enddefault: 0
ntree_startdefault: 0
penalties_coefficientdefault: 1
per_float_feature_quantizationdefault:
per_object_feature_penaltiesdefault:
random_seeddefault: 0
random_strengthdefault: 1
rsmdefault: 1
sampling_frequencydefault: PerTreeLevel
sampling_unitdefault: Object
save_snapshotdefault: FALSE
score_functiondefault: Cosine
simple_ctrdefault:
snapshot_filedefault:
snapshot_intervaldefault: 600
store_all_simple_ctrdefault: FALSE
subsampledefault:
target_borderdefault:
task_typedefault: CPU
thread_countdefault: 1
train_dirdefault: catboost_info
verbosedefault: FALSE

0
Runs

List all runs
Parameter:
Rendering chart
Rendering table