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
"median"
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
0.7854797678804781
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
1169
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
147
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
8
19040
random_state
56248
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.2392817798378374
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
15894.276260001789
usercpu_time_millis_training
10842.969188001007
usercpu_time_millis_training
8995.743620002031
usercpu_time_millis_training
9318.905347001419
usercpu_time_millis_training
8161.049988997547
usercpu_time_millis_training
11647.143266000057
usercpu_time_millis_training
8402.013068000088
usercpu_time_millis_training
10768.827672000043
usercpu_time_millis_training
11823.66753700262
usercpu_time_millis_training
5207.251247000386
wall_clock_time_millis_training
16259.561777114868
wall_clock_time_millis_training
11045.73369026184
wall_clock_time_millis_training
9235.8980178833
wall_clock_time_millis_training
9453.947067260742
wall_clock_time_millis_training
8388.904094696045
wall_clock_time_millis_training
11884.822845458984
wall_clock_time_millis_training
8597.776651382446
wall_clock_time_millis_training
10948.55260848999
wall_clock_time_millis_training
12052.652597427368
wall_clock_time_millis_training
5251.161575317383
usercpu_time_millis_testing
13.365355000132695
usercpu_time_millis_testing
11.669758998323232
usercpu_time_millis_testing
11.187249998329207
usercpu_time_millis_testing
11.2720420002006
usercpu_time_millis_testing
10.573588002444012
usercpu_time_millis_testing
12.26355999824591
usercpu_time_millis_testing
11.391248001018539
usercpu_time_millis_testing
12.627110001631081
usercpu_time_millis_testing
11.79660799971316
usercpu_time_millis_testing
6.6442150018701795
usercpu_time_millis
15907.641615001921
usercpu_time_millis
10854.63894699933
usercpu_time_millis
9006.93087000036
usercpu_time_millis
9330.17738900162
usercpu_time_millis
8171.623576999991
usercpu_time_millis
11659.406825998303
usercpu_time_millis
8413.404316001106
usercpu_time_millis
10781.454782001674
usercpu_time_millis
11835.464145002334
usercpu_time_millis
5213.895462002256
wall_clock_time_millis_testing
13.48114013671875
wall_clock_time_millis_testing
11.675834655761719
wall_clock_time_millis_testing
12.367010116577148
wall_clock_time_millis_testing
11.408090591430664
wall_clock_time_millis_testing
10.60628890991211
wall_clock_time_millis_testing
22.0947265625
wall_clock_time_millis_testing
11.515378952026367
wall_clock_time_millis_testing
12.636423110961914
wall_clock_time_millis_testing
11.804342269897461
wall_clock_time_millis_testing
6.648063659667969
wall_clock_time_millis
16273.042917251587
wall_clock_time_millis
11057.409524917603
wall_clock_time_millis
9248.265027999878
wall_clock_time_millis
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wall_clock_time_millis
8399.510383605957
wall_clock_time_millis
11906.917572021484
wall_clock_time_millis
8609.292030334473
wall_clock_time_millis
10961.189031600952
wall_clock_time_millis
12064.456939697266
wall_clock_time_millis
5257.809638977051
predictive_accuracy
0.5784313725490197
predictive_accuracy
0.5718954248366013
predictive_accuracy
0.5473856209150327
predictive_accuracy
0.5735294117647058
predictive_accuracy
0.5571895424836601
predictive_accuracy
0.5964052287581699
predictive_accuracy
0.5424836601307189
predictive_accuracy
0.5898692810457516
predictive_accuracy
0.5531914893617021
predictive_accuracy
0.5695581014729951