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"}}]
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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
0.9101079138804474
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
1540
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
135
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
13
19040
random_state
29987
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.06957577184927613
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
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7809.874463000597
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14084.235114998592
usercpu_time_millis_training
15877.128211999661
usercpu_time_millis_training
12627.626972000144
usercpu_time_millis_training
17228.930719000346
usercpu_time_millis_training
9894.55433799958
usercpu_time_millis_training
12077.12216300206
usercpu_time_millis_training
28351.972027001466
usercpu_time_millis_training
14358.980807999615
usercpu_time_millis_training
15260.307500000636
wall_clock_time_millis_training
7967.3402309417725
wall_clock_time_millis_training
14385.687112808228
wall_clock_time_millis_training
16197.401762008667
wall_clock_time_millis_training
12884.288549423218
wall_clock_time_millis_training
17624.682426452637
wall_clock_time_millis_training
10056.172609329224
wall_clock_time_millis_training
12284.510612487793
wall_clock_time_millis_training
28878.174543380737
wall_clock_time_millis_training
14671.538591384888
wall_clock_time_millis_training
15412.441968917847
usercpu_time_millis_testing
10.108098002092447
usercpu_time_millis_testing
11.549259997991612
usercpu_time_millis_testing
12.308135999774095
usercpu_time_millis_testing
10.845109001820674
usercpu_time_millis_testing
11.938905001443345
usercpu_time_millis_testing
10.70505499956198
usercpu_time_millis_testing
10.97762500285171
usercpu_time_millis_testing
15.270006002538139
usercpu_time_millis_testing
11.385336998500861
usercpu_time_millis_testing
8.498340997903142
usercpu_time_millis
7819.982561002689
usercpu_time_millis
14095.784374996583
usercpu_time_millis
15889.436347999435
usercpu_time_millis
12638.472081001964
usercpu_time_millis
17240.86962400179
usercpu_time_millis
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usercpu_time_millis
12088.09978800491
usercpu_time_millis
28367.242033004004
usercpu_time_millis
14370.366144998115
usercpu_time_millis
15268.805840998539
wall_clock_time_millis_testing
10.114908218383789
wall_clock_time_millis_testing
11.554241180419922
wall_clock_time_millis_testing
12.32600212097168
wall_clock_time_millis_testing
10.848760604858398
wall_clock_time_millis_testing
12.041568756103516
wall_clock_time_millis_testing
10.710954666137695
wall_clock_time_millis_testing
10.980844497680664
wall_clock_time_millis_testing
15.2740478515625
wall_clock_time_millis_testing
11.389493942260742
wall_clock_time_millis_testing
8.501768112182617
wall_clock_time_millis
7977.455139160156
wall_clock_time_millis
14397.241353988647
wall_clock_time_millis
16209.727764129639
wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
10066.883563995361
wall_clock_time_millis
12295.491456985474
wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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predictive_accuracy
0.565359477124183
predictive_accuracy
0.5980392156862745
predictive_accuracy
0.5506535947712419
predictive_accuracy
0.553921568627451
predictive_accuracy
0.5816993464052288
predictive_accuracy
0.5620915032679739
predictive_accuracy
0.545751633986928
predictive_accuracy
0.5866013071895425
predictive_accuracy
0.5695581014729951
predictive_accuracy
0.5695581014729951