28
19037
Python_3.8.10. Sklearn_0.24.2. NumPy_1.17.4. SciPy_1.3.3.
memory
null
19037
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"}}]
19037
verbose
false
19037
n_jobs
null
18996
remainder
"drop"
18996
sparse_threshold
0.3
18996
transformer_weights
null
18996
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"}}}]
18996
verbose
false
18996
add_indicator
false
18819
copy
true
18819
fill_value
null
18819
missing_values
NaN
18819
strategy
"median"
18819
verbose
0
18819
categories
"auto"
18997
drop
null
18997
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
18997
handle_unknown
"ignore"
18997
sparse
true
18997
ccp_alpha
0.0
19038
criterion
"friedman_mse"
19038
init
null
19038
learning_rate
0.7762532986429792
19038
loss
"deviance"
19038
max_depth
3
19038
max_features
null
19038
max_leaf_nodes
1458
19038
min_impurity_decrease
0.0
19038
min_impurity_split
null
19038
min_samples_leaf
56
19038
min_samples_split
2
19038
min_weight_fraction_leaf
0.0
19038
n_estimators
100
19038
n_iter_no_change
19
19038
random_state
19045
19038
subsample
1.0
19038
tol
0.0001
19038
validation_fraction
0.17153318694773687
19038
verbose
0
19038
warm_start
false
19038
openml-python
Sklearn_0.24.2.
usercpu_time_millis_training
6155.7713839993085
usercpu_time_millis_training
6064.974273998814
usercpu_time_millis_training
8387.860106999142
usercpu_time_millis_training
8694.446707999305
usercpu_time_millis_training
11141.54463200066
usercpu_time_millis_training
7904.359095000473
usercpu_time_millis_training
10598.128017998533
usercpu_time_millis_training
9775.839123998594
usercpu_time_millis_training
7963.551701999677
usercpu_time_millis_training
6673.279578000802
wall_clock_time_millis_training
6203.556537628174
wall_clock_time_millis_training
6069.601774215698
wall_clock_time_millis_training
8403.430461883545
wall_clock_time_millis_training
8712.983131408691
wall_clock_time_millis_training
11158.246755599976
wall_clock_time_millis_training
7906.03232383728
wall_clock_time_millis_training
10874.661207199097
wall_clock_time_millis_training
9784.32297706604
wall_clock_time_millis_training
7967.402935028076
wall_clock_time_millis_training
6680.789947509766
usercpu_time_millis_testing
6.301800000073854
usercpu_time_millis_testing
6.310699000096065
usercpu_time_millis_testing
7.103698999344488
usercpu_time_millis_testing
7.411499000227195
usercpu_time_millis_testing
6.730200000674813
usercpu_time_millis_testing
6.70929999978398
usercpu_time_millis_testing
6.5561999999772524
usercpu_time_millis_testing
6.200800000442541
usercpu_time_millis_testing
6.247400999200181
usercpu_time_millis_testing
5.480200999954832
usercpu_time_millis
6162.073183999382
usercpu_time_millis
6071.28497299891
usercpu_time_millis
8394.963805998486
usercpu_time_millis
8701.858206999532
usercpu_time_millis
11148.274832001334
usercpu_time_millis
7911.068395000257
usercpu_time_millis
10604.68421799851
usercpu_time_millis
9782.039923999037
usercpu_time_millis
7969.799102998877
usercpu_time_millis
6678.759779000757
wall_clock_time_millis_testing
6.307363510131836
wall_clock_time_millis_testing
6.314992904663086
wall_clock_time_millis_testing
7.106781005859375
wall_clock_time_millis_testing
7.392406463623047
wall_clock_time_millis_testing
6.732940673828125
wall_clock_time_millis_testing
6.712675094604492
wall_clock_time_millis_testing
6.559133529663086
wall_clock_time_millis_testing
6.204128265380859
wall_clock_time_millis_testing
6.253480911254883
wall_clock_time_millis_testing
5.485296249389648
wall_clock_time_millis
6209.863901138306
wall_clock_time_millis
6075.916767120361
wall_clock_time_millis
8410.537242889404
wall_clock_time_millis
8720.375537872314
wall_clock_time_millis
11164.979696273804
wall_clock_time_millis
7912.744998931885
wall_clock_time_millis
10881.22034072876
wall_clock_time_millis
9790.52710533142
wall_clock_time_millis
7973.656415939331
wall_clock_time_millis
6686.275243759155
predictive_accuracy
0.9733096085409253
predictive_accuracy
0.9839857651245552
predictive_accuracy
0.9875444839857651
predictive_accuracy
0.9839857651245552
predictive_accuracy
0.9822064056939501
predictive_accuracy
0.9697508896797153
predictive_accuracy
0.9893238434163701
predictive_accuracy
0.9786476868327402
predictive_accuracy
0.9697508896797153
predictive_accuracy
0.9839857651245552