9967
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
0.5149362423873269
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
152
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
102
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
4
19040
random_state
35535
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.1740010738369111
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
318.6670060003962
usercpu_time_millis_training
350.25607599891373
usercpu_time_millis_training
351.81374099920504
usercpu_time_millis_training
286.2758079991181
usercpu_time_millis_training
399.8683190002339
usercpu_time_millis_training
440.4811630010954
usercpu_time_millis_training
384.0006939990417
usercpu_time_millis_training
408.49228299885
usercpu_time_millis_training
524.7899530004361
usercpu_time_millis_training
459.11180800067086
wall_clock_time_millis_training
334.27882194519043
wall_clock_time_millis_training
371.42062187194824
wall_clock_time_millis_training
362.39027976989746
wall_clock_time_millis_training
288.6629104614258
wall_clock_time_millis_training
407.5193405151367
wall_clock_time_millis_training
453.66621017456055
wall_clock_time_millis_training
386.7342472076416
wall_clock_time_millis_training
415.27700424194336
wall_clock_time_millis_training
529.8686027526855
wall_clock_time_millis_training
474.8504161834717
usercpu_time_millis_testing
5.963180999970064
usercpu_time_millis_testing
7.001478999882238
usercpu_time_millis_testing
6.79579399911745
usercpu_time_millis_testing
6.189734000145108
usercpu_time_millis_testing
6.37241799995536
usercpu_time_millis_testing
6.692524999380112
usercpu_time_millis_testing
6.35736000003817
usercpu_time_millis_testing
6.239807000383735
usercpu_time_millis_testing
6.725823999659042
usercpu_time_millis_testing
4.9306950004393
usercpu_time_millis
324.6301870003663
usercpu_time_millis
357.25755499879597
usercpu_time_millis
358.6095349983225
usercpu_time_millis
292.4655419992632
usercpu_time_millis
406.24073700018926
usercpu_time_millis
447.1736880004755
usercpu_time_millis
390.35805399907986
usercpu_time_millis
414.7320899992337
usercpu_time_millis
531.5157770000951
usercpu_time_millis
464.04250300111016
wall_clock_time_millis_testing
5.968332290649414
wall_clock_time_millis_testing
7.00688362121582
wall_clock_time_millis_testing
6.811380386352539
wall_clock_time_millis_testing
6.195306777954102
wall_clock_time_millis_testing
8.095026016235352
wall_clock_time_millis_testing
6.697416305541992
wall_clock_time_millis_testing
6.363630294799805
wall_clock_time_millis_testing
6.244421005249023
wall_clock_time_millis_testing
6.732463836669922
wall_clock_time_millis_testing
5.538702011108398
wall_clock_time_millis
340.24715423583984
wall_clock_time_millis
378.42750549316406
wall_clock_time_millis
369.20166015625
wall_clock_time_millis
294.8582172393799
wall_clock_time_millis
415.61436653137207
wall_clock_time_millis
460.36362648010254
wall_clock_time_millis
393.0978775024414
wall_clock_time_millis
421.5214252471924
wall_clock_time_millis
536.6010665893555
wall_clock_time_millis
480.3891181945801
predictive_accuracy
0.9794871794871794
predictive_accuracy
0.9690721649484536
predictive_accuracy
0.9742268041237113
predictive_accuracy
0.9690721649484536
predictive_accuracy
1.0
predictive_accuracy
0.9896907216494846
predictive_accuracy
0.9690721649484536
predictive_accuracy
0.9742268041237113
predictive_accuracy
0.9896907216494846
predictive_accuracy
0.979381443298969