9985
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
"most_frequent"
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
0.8625848570319967
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
1305
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
168
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
12
19040
random_state
13505
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.3842972869500115
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
10085.72776100118
usercpu_time_millis_training
6287.81715399964
usercpu_time_millis_training
10111.132404999807
usercpu_time_millis_training
9848.016005998943
usercpu_time_millis_training
10791.916006000974
usercpu_time_millis_training
14638.576688001194
usercpu_time_millis_training
10592.361882998375
usercpu_time_millis_training
8411.640027999965
usercpu_time_millis_training
9636.579261001316
usercpu_time_millis_training
6994.262953998259
wall_clock_time_millis_training
10303.136110305786
wall_clock_time_millis_training
6416.8877601623535
wall_clock_time_millis_training
10269.348859786987
wall_clock_time_millis_training
10067.791938781738
wall_clock_time_millis_training
11027.097702026367
wall_clock_time_millis_training
14980.780124664307
wall_clock_time_millis_training
10801.95164680481
wall_clock_time_millis_training
8616.129636764526
wall_clock_time_millis_training
9802.321910858154
wall_clock_time_millis_training
7078.25493812561
usercpu_time_millis_testing
12.529206000181148
usercpu_time_millis_testing
10.379443996498594
usercpu_time_millis_testing
12.133659998653457
usercpu_time_millis_testing
12.373294001008617
usercpu_time_millis_testing
12.443609000911238
usercpu_time_millis_testing
13.913558999774978
usercpu_time_millis_testing
12.492081001255428
usercpu_time_millis_testing
11.651619999611285
usercpu_time_millis_testing
12.392245000228286
usercpu_time_millis_testing
7.448386000760365
usercpu_time_millis
10098.256967001362
usercpu_time_millis
6298.196597996139
usercpu_time_millis
10123.266064998461
usercpu_time_millis
9860.389299999952
usercpu_time_millis
10804.359615001886
usercpu_time_millis
14652.49024700097
usercpu_time_millis
10604.85396399963
usercpu_time_millis
8423.291647999577
usercpu_time_millis
9648.971506001544
usercpu_time_millis
7001.711339999019
wall_clock_time_millis_testing
12.53652572631836
wall_clock_time_millis_testing
10.38503646850586
wall_clock_time_millis_testing
12.14146614074707
wall_clock_time_millis_testing
12.379884719848633
wall_clock_time_millis_testing
12.44974136352539
wall_clock_time_millis_testing
13.922691345214844
wall_clock_time_millis_testing
12.499094009399414
wall_clock_time_millis_testing
11.65771484375
wall_clock_time_millis_testing
12.463092803955078
wall_clock_time_millis_testing
7.541418075561523
wall_clock_time_millis
10315.672636032104
wall_clock_time_millis
6427.272796630859
wall_clock_time_millis
10281.490325927734
wall_clock_time_millis
10080.171823501587
wall_clock_time_millis
11039.547443389893
wall_clock_time_millis
14994.702816009521
wall_clock_time_millis
10814.450740814209
wall_clock_time_millis
8627.787351608276
wall_clock_time_millis
9814.78500366211
wall_clock_time_millis
7085.796356201172
predictive_accuracy
0.5375816993464052
predictive_accuracy
0.545751633986928
predictive_accuracy
0.565359477124183
predictive_accuracy
0.5441176470588235
predictive_accuracy
0.5669934640522876
predictive_accuracy
0.5849673202614379
predictive_accuracy
0.553921568627451
predictive_accuracy
0.5669934640522876
predictive_accuracy
0.5400981996726678
predictive_accuracy
0.5531914893617021