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"
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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
"mean"
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
0.24317093528667338
19038
loss
"deviance"
19038
max_depth
3
19038
max_features
null
19038
max_leaf_nodes
982
19038
min_impurity_decrease
0.0
19038
min_impurity_split
null
19038
min_samples_leaf
14
19038
min_samples_split
2
19038
min_weight_fraction_leaf
0.0
19038
n_estimators
100
19038
n_iter_no_change
6
19038
random_state
59058
19038
subsample
1.0
19038
tol
0.0001
19038
validation_fraction
0.04821237035092235
19038
verbose
0
19038
warm_start
false
19038
openml-python
Sklearn_0.24.2.
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8746.63461000091
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10921.273735000796
usercpu_time_millis_training
8996.645212000658
usercpu_time_millis_training
7754.033592000269
usercpu_time_millis_training
10095.2415260017
usercpu_time_millis_training
6328.4317789984925
usercpu_time_millis_training
10364.504114000738
usercpu_time_millis_training
8086.424102000819
usercpu_time_millis_training
10216.6225259989
usercpu_time_millis_training
10887.02063600067
wall_clock_time_millis_training
8751.794576644897
wall_clock_time_millis_training
10922.929286956787
wall_clock_time_millis_training
9000.345230102539
wall_clock_time_millis_training
7779.53314781189
wall_clock_time_millis_training
10103.70683670044
wall_clock_time_millis_training
6337.134122848511
wall_clock_time_millis_training
10397.900342941284
wall_clock_time_millis_training
8094.10834312439
wall_clock_time_millis_training
10233.137607574463
wall_clock_time_millis_training
10887.636423110962
usercpu_time_millis_testing
6.8102000004728325
usercpu_time_millis_testing
6.163800000649644
usercpu_time_millis_testing
6.448199999795179
usercpu_time_millis_testing
5.996199999572127
usercpu_time_millis_testing
7.024800999715808
usercpu_time_millis_testing
5.741900000430178
usercpu_time_millis_testing
6.0884000013174955
usercpu_time_millis_testing
5.387000999689917
usercpu_time_millis_testing
5.921500000113156
usercpu_time_millis_testing
6.527300000016112
usercpu_time_millis
8753.444810001383
usercpu_time_millis
10927.437535001445
usercpu_time_millis
9003.093412000453
usercpu_time_millis
7760.029791999841
usercpu_time_millis
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usercpu_time_millis
6334.173678998923
usercpu_time_millis
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usercpu_time_millis
8091.811103000509
usercpu_time_millis
10222.544025999014
usercpu_time_millis
10893.547936000687
wall_clock_time_millis_testing
6.810426712036133
wall_clock_time_millis_testing
6.167411804199219
wall_clock_time_millis_testing
6.4525604248046875
wall_clock_time_millis_testing
5.999088287353516
wall_clock_time_millis_testing
7.0323944091796875
wall_clock_time_millis_testing
5.748271942138672
wall_clock_time_millis_testing
6.092309951782227
wall_clock_time_millis_testing
5.390644073486328
wall_clock_time_millis_testing
5.924463272094727
wall_clock_time_millis_testing
6.5326690673828125
wall_clock_time_millis
8758.605003356934
wall_clock_time_millis
10929.096698760986
wall_clock_time_millis
9006.797790527344
wall_clock_time_millis
7785.532236099243
wall_clock_time_millis
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wall_clock_time_millis
6342.882394790649
wall_clock_time_millis
10403.992652893066
wall_clock_time_millis
8099.498987197876
wall_clock_time_millis
10239.062070846558
wall_clock_time_millis
10894.169092178345
predictive_accuracy
0.9733096085409253
predictive_accuracy
0.9804270462633452
predictive_accuracy
0.9911032028469751
predictive_accuracy
0.9839857651245552
predictive_accuracy
0.9857651245551602
predictive_accuracy
0.9626334519572953
predictive_accuracy
0.9857651245551602
predictive_accuracy
0.9715302491103203
predictive_accuracy
0.9786476868327402
predictive_accuracy
0.9839857651245552