9952
19039
Python_3.7.12. Sklearn_1.0.1. NumPy_1.19.5. SciPy_1.4.1.
memory
null
19039
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "columntransformer", "step_name": "columntransformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "gradientboostingclassifier", "step_name": "gradientboostingclassifier"}}]
19039
verbose
false
19039
n_jobs
null
19031
remainder
"drop"
19031
sparse_threshold
0.3
19031
transformer_weights
null
19031
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer", "argument_1": {"oml-python:serialized_object": "function", "value": "openml.extensions.sklearn.cont"}}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder", "argument_1": {"oml-python:serialized_object": "function", "value": "openml.extensions.sklearn.cat"}}}]
19031
verbose
false
19031
verbose_feature_names_out
true
19031
add_indicator
false
19032
copy
true
19032
fill_value
null
19032
missing_values
NaN
19032
strategy
"mean"
19032
verbose
0
19032
categories
"auto"
19033
drop
null
19033
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
19033
handle_unknown
"ignore"
19033
sparse
true
19033
ccp_alpha
0.0
19040
criterion
"friedman_mse"
19040
init
null
19040
learning_rate
0.9469339378988839
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
76
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
39
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
6
19040
random_state
18252
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.21614352738172898
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
198.79050500000517
usercpu_time_millis_training
207.94133500001521
usercpu_time_millis_training
344.12471900000696
usercpu_time_millis_training
228.47089900000128
usercpu_time_millis_training
225.00519700000154
usercpu_time_millis_training
348.6622730000022
usercpu_time_millis_training
370.75340999999185
usercpu_time_millis_training
456.11866699999837
usercpu_time_millis_training
210.18682899997998
usercpu_time_millis_training
120.49721599998975
wall_clock_time_millis_training
205.47056198120117
wall_clock_time_millis_training
214.51401710510254
wall_clock_time_millis_training
362.598180770874
wall_clock_time_millis_training
231.54377937316895
wall_clock_time_millis_training
235.49222946166992
wall_clock_time_millis_training
355.8628559112549
wall_clock_time_millis_training
374.4184970855713
wall_clock_time_millis_training
466.88318252563477
wall_clock_time_millis_training
217.58770942687988
wall_clock_time_millis_training
127.4261474609375
usercpu_time_millis_testing
5.791055000003098
usercpu_time_millis_testing
5.948445000001357
usercpu_time_millis_testing
5.849297999986902
usercpu_time_millis_testing
6.000330000006215
usercpu_time_millis_testing
5.308821999989277
usercpu_time_millis_testing
5.746509999994487
usercpu_time_millis_testing
5.467299999992292
usercpu_time_millis_testing
5.979857999989235
usercpu_time_millis_testing
5.473359000006894
usercpu_time_millis_testing
3.7300340000001597
usercpu_time_millis
204.58156000000827
usercpu_time_millis
213.88978000001657
usercpu_time_millis
349.97401699999386
usercpu_time_millis
234.4712290000075
usercpu_time_millis
230.31401899999082
usercpu_time_millis
354.4087829999967
usercpu_time_millis
376.22070999998414
usercpu_time_millis
462.0985249999876
usercpu_time_millis
215.66018799998687
usercpu_time_millis
124.22724999998991
wall_clock_time_millis_testing
5.840539932250977
wall_clock_time_millis_testing
5.967855453491211
wall_clock_time_millis_testing
5.864381790161133
wall_clock_time_millis_testing
6.349802017211914
wall_clock_time_millis_testing
5.318880081176758
wall_clock_time_millis_testing
5.752801895141602
wall_clock_time_millis_testing
5.600452423095703
wall_clock_time_millis_testing
5.986452102661133
wall_clock_time_millis_testing
5.478858947753906
wall_clock_time_millis_testing
3.734111785888672
wall_clock_time_millis
211.31110191345215
wall_clock_time_millis
220.48187255859375
wall_clock_time_millis
368.46256256103516
wall_clock_time_millis
237.89358139038086
wall_clock_time_millis
240.81110954284668
wall_clock_time_millis
361.6156578063965
wall_clock_time_millis
380.018949508667
wall_clock_time_millis
472.8696346282959
wall_clock_time_millis
223.0665683746338
wall_clock_time_millis
131.16025924682617
predictive_accuracy
0.8558225508317929
predictive_accuracy
0.8706099815157117
predictive_accuracy
0.8317929759704251
predictive_accuracy
0.8262476894639557
predictive_accuracy
0.8277777777777777
predictive_accuracy
0.8796296296296297
predictive_accuracy
0.8777777777777778
predictive_accuracy
0.8462962962962963
predictive_accuracy
0.837037037037037
predictive_accuracy
0.8574074074074074