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
"median"
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
0.1726546630047228
19038
loss
"deviance"
19038
max_depth
3
19038
max_features
null
19038
max_leaf_nodes
2025
19038
min_impurity_decrease
0.0
19038
min_impurity_split
null
19038
min_samples_leaf
182
19038
min_samples_split
2
19038
min_weight_fraction_leaf
0.0
19038
n_estimators
100
19038
n_iter_no_change
11
19038
random_state
10881
19038
subsample
1.0
19038
tol
0.0001
19038
validation_fraction
0.3396269745685931
19038
verbose
0
19038
warm_start
false
19038
openml-python
Sklearn_0.24.2.
usercpu_time_millis_training
11063.463137999861
usercpu_time_millis_training
11164.731541999572
usercpu_time_millis_training
11185.922037000637
usercpu_time_millis_training
10324.23402600034
usercpu_time_millis_training
9419.692910998492
usercpu_time_millis_training
10243.944019000992
usercpu_time_millis_training
10649.688531999345
usercpu_time_millis_training
11113.153337999393
usercpu_time_millis_training
10744.102730001032
usercpu_time_millis_training
11011.022037999282
wall_clock_time_millis_training
11064.461946487427
wall_clock_time_millis_training
11177.941799163818
wall_clock_time_millis_training
11197.258234024048
wall_clock_time_millis_training
10330.570220947266
wall_clock_time_millis_training
9448.846578598022
wall_clock_time_millis_training
10261.877298355103
wall_clock_time_millis_training
10660.747051239014
wall_clock_time_millis_training
11133.76784324646
wall_clock_time_millis_training
10758.412837982178
wall_clock_time_millis_training
11029.305458068848
usercpu_time_millis_testing
8.53590000042459
usercpu_time_millis_testing
9.09259999934875
usercpu_time_millis_testing
8.444299999609939
usercpu_time_millis_testing
9.811300000365009
usercpu_time_millis_testing
9.909200000038254
usercpu_time_millis_testing
8.59390000005078
usercpu_time_millis_testing
8.547199999156874
usercpu_time_millis_testing
8.53379999898607
usercpu_time_millis_testing
10.24169999982405
usercpu_time_millis_testing
8.531600000424078
usercpu_time_millis
11071.999038000286
usercpu_time_millis
11173.82414199892
usercpu_time_millis
11194.366337000247
usercpu_time_millis
10334.045326000705
usercpu_time_millis
9429.60211099853
usercpu_time_millis
10252.537919001043
usercpu_time_millis
10658.235731998502
usercpu_time_millis
11121.687137998379
usercpu_time_millis
10754.344430000856
usercpu_time_millis
11019.553637999707
wall_clock_time_millis_testing
8.540153503417969
wall_clock_time_millis_testing
9.097099304199219
wall_clock_time_millis_testing
8.449792861938477
wall_clock_time_millis_testing
9.815454483032227
wall_clock_time_millis_testing
10.065555572509766
wall_clock_time_millis_testing
8.59832763671875
wall_clock_time_millis_testing
8.550882339477539
wall_clock_time_millis_testing
8.53729248046875
wall_clock_time_millis_testing
10.245800018310547
wall_clock_time_millis_testing
8.534669876098633
wall_clock_time_millis
11073.002099990845
wall_clock_time_millis
11187.038898468018
wall_clock_time_millis
11205.708026885986
wall_clock_time_millis
10340.385675430298
wall_clock_time_millis
9458.912134170532
wall_clock_time_millis
10270.475625991821
wall_clock_time_millis
10669.297933578491
wall_clock_time_millis
11142.305135726929
wall_clock_time_millis
10768.658638000488
wall_clock_time_millis
11037.840127944946
predictive_accuracy
0.9786476868327402
predictive_accuracy
0.9857651245551602
predictive_accuracy
0.9875444839857651
predictive_accuracy
0.9733096085409253
predictive_accuracy
0.9768683274021353
predictive_accuracy
0.9661921708185054
predictive_accuracy
0.9875444839857651
predictive_accuracy
0.9768683274021353
predictive_accuracy
0.9768683274021353
predictive_accuracy
0.9822064056939501