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"
18996
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
"most_frequent"
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
0.509801853804917
19038
loss
"deviance"
19038
max_depth
3
19038
max_features
null
19038
max_leaf_nodes
2004
19038
min_impurity_decrease
0.0
19038
min_impurity_split
null
19038
min_samples_leaf
194
19038
min_samples_split
2
19038
min_weight_fraction_leaf
0.0
19038
n_estimators
100
19038
n_iter_no_change
7
19038
random_state
35742
19038
subsample
1.0
19038
tol
0.0001
19038
validation_fraction
0.0646483040460214
19038
verbose
0
19038
warm_start
false
19038
openml-python
Sklearn_0.24.2.
usercpu_time_millis_training
4678.521959000136
usercpu_time_millis_training
4862.135760000456
usercpu_time_millis_training
3744.618045999232
usercpu_time_millis_training
4100.493050000296
usercpu_time_millis_training
6200.438476000272
usercpu_time_millis_training
5817.2070709988475
usercpu_time_millis_training
4681.598557999678
usercpu_time_millis_training
4836.96946100099
usercpu_time_millis_training
9215.722119999555
usercpu_time_millis_training
8077.082400999643
wall_clock_time_millis_training
4680.9892654418945
wall_clock_time_millis_training
4879.807233810425
wall_clock_time_millis_training
3746.8223571777344
wall_clock_time_millis_training
4104.071378707886
wall_clock_time_millis_training
6205.470561981201
wall_clock_time_millis_training
5821.470499038696
wall_clock_time_millis_training
4687.3533725738525
wall_clock_time_millis_training
4842.281818389893
wall_clock_time_millis_training
9248.04949760437
wall_clock_time_millis_training
8089.830636978149
usercpu_time_millis_testing
5.104599998958292
usercpu_time_millis_testing
4.351199999291566
usercpu_time_millis_testing
4.868899999564746
usercpu_time_millis_testing
4.257099999449565
usercpu_time_millis_testing
4.68890000047395
usercpu_time_millis_testing
4.639800001314143
usercpu_time_millis_testing
4.918000000543543
usercpu_time_millis_testing
4.375499998786836
usercpu_time_millis_testing
6.0481000000436325
usercpu_time_millis_testing
5.48320099915145
usercpu_time_millis
4683.626558999094
usercpu_time_millis
4866.486959999747
usercpu_time_millis
3749.4869459987967
usercpu_time_millis
4104.750149999745
usercpu_time_millis
6205.127376000746
usercpu_time_millis
5821.846871000162
usercpu_time_millis
4686.516558000221
usercpu_time_millis
4841.344960999777
usercpu_time_millis
9221.770219999598
usercpu_time_millis
8082.565601998795
wall_clock_time_millis_testing
5.107879638671875
wall_clock_time_millis_testing
4.355669021606445
wall_clock_time_millis_testing
5.0029754638671875
wall_clock_time_millis_testing
4.261970520019531
wall_clock_time_millis_testing
4.691362380981445
wall_clock_time_millis_testing
4.64320182800293
wall_clock_time_millis_testing
4.921674728393555
wall_clock_time_millis_testing
4.376411437988281
wall_clock_time_millis_testing
6.050825119018555
wall_clock_time_millis_testing
5.486011505126953
wall_clock_time_millis
4686.097145080566
wall_clock_time_millis
4884.162902832031
wall_clock_time_millis
3751.8253326416016
wall_clock_time_millis
4108.333349227905
wall_clock_time_millis
6210.161924362183
wall_clock_time_millis
5826.113700866699
wall_clock_time_millis
4692.275047302246
wall_clock_time_millis
4846.658229827881
wall_clock_time_millis
9254.100322723389
wall_clock_time_millis
8095.316648483276
predictive_accuracy
0.9733096085409253
predictive_accuracy
0.9875444839857651
predictive_accuracy
0.9839857651245552
predictive_accuracy
0.9822064056939501
predictive_accuracy
0.9839857651245552
predictive_accuracy
0.9644128113879004
predictive_accuracy
0.9893238434163701
predictive_accuracy
0.9750889679715302
predictive_accuracy
0.9822064056939501
predictive_accuracy
0.9875444839857651