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
0.8332837079082064
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
988
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
175
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
18
19040
random_state
52797
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.39982919324304916
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
450.8155160001479
usercpu_time_millis_training
333.6614300005749
usercpu_time_millis_training
327.26486299907265
usercpu_time_millis_training
179.85045200111927
usercpu_time_millis_training
506.75649299955694
usercpu_time_millis_training
257.2172380005213
usercpu_time_millis_training
461.84593699945253
usercpu_time_millis_training
368.89105000045674
usercpu_time_millis_training
476.57752099985373
usercpu_time_millis_training
338.60945900050865
wall_clock_time_millis_training
472.17535972595215
wall_clock_time_millis_training
342.06199645996094
wall_clock_time_millis_training
352.45227813720703
wall_clock_time_millis_training
204.73146438598633
wall_clock_time_millis_training
514.4715309143066
wall_clock_time_millis_training
257.60912895202637
wall_clock_time_millis_training
477.17809677124023
wall_clock_time_millis_training
382.28797912597656
wall_clock_time_millis_training
483.654260635376
wall_clock_time_millis_training
339.4503593444824
usercpu_time_millis_testing
7.047646000501118
usercpu_time_millis_testing
6.4030850007839035
usercpu_time_millis_testing
7.355888999882154
usercpu_time_millis_testing
7.099304999428568
usercpu_time_millis_testing
6.800053999540978
usercpu_time_millis_testing
6.8037179989914875
usercpu_time_millis_testing
6.904727000801358
usercpu_time_millis_testing
6.47985800060269
usercpu_time_millis_testing
6.955965000088327
usercpu_time_millis_testing
7.296519001101842
usercpu_time_millis
457.863162000649
usercpu_time_millis
340.0645150013588
usercpu_time_millis
334.6207519989548
usercpu_time_millis
186.94975700054783
usercpu_time_millis
513.5565469990979
usercpu_time_millis
264.0209559995128
usercpu_time_millis
468.7506640002539
usercpu_time_millis
375.37090800105943
usercpu_time_millis
483.53348599994206
usercpu_time_millis
345.9059780016105
wall_clock_time_millis_testing
7.692098617553711
wall_clock_time_millis_testing
6.4697265625
wall_clock_time_millis_testing
9.436368942260742
wall_clock_time_millis_testing
7.349252700805664
wall_clock_time_millis_testing
6.805658340454102
wall_clock_time_millis_testing
6.809711456298828
wall_clock_time_millis_testing
6.909608840942383
wall_clock_time_millis_testing
6.484746932983398
wall_clock_time_millis_testing
6.962776184082031
wall_clock_time_millis_testing
7.302999496459961
wall_clock_time_millis
479.86745834350586
wall_clock_time_millis
348.53172302246094
wall_clock_time_millis
361.8886470794678
wall_clock_time_millis
212.080717086792
wall_clock_time_millis
521.2771892547607
wall_clock_time_millis
264.4188404083252
wall_clock_time_millis
484.0877056121826
wall_clock_time_millis
388.77272605895996
wall_clock_time_millis
490.617036819458
wall_clock_time_millis
346.7533588409424
predictive_accuracy
0.8923076923076924
predictive_accuracy
0.9123711340206185
predictive_accuracy
0.8814432989690721
predictive_accuracy
0.8195876288659794
predictive_accuracy
0.8556701030927835
predictive_accuracy
0.865979381443299
predictive_accuracy
0.8814432989690721
predictive_accuracy
0.8711340206185567
predictive_accuracy
0.9123711340206185
predictive_accuracy
0.8917525773195877