9983
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
"most_frequent"
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
0.03601770700689144
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
620
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
101
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
15
19040
random_state
53960
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.21100506857838047
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
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3723.639070999525
usercpu_time_millis_training
3735.727952000161
usercpu_time_millis_training
3740.1798230002896
usercpu_time_millis_training
3736.4822609997645
usercpu_time_millis_training
3738.464193999789
usercpu_time_millis_training
3774.8502139993434
usercpu_time_millis_training
3758.2897459997184
usercpu_time_millis_training
3764.0255080004863
usercpu_time_millis_training
3765.5196759997125
usercpu_time_millis_training
3718.0745730001945
wall_clock_time_millis_training
3783.4200859069824
wall_clock_time_millis_training
3817.650318145752
wall_clock_time_millis_training
3827.0723819732666
wall_clock_time_millis_training
3812.4003410339355
wall_clock_time_millis_training
3818.1281089782715
wall_clock_time_millis_training
3893.3568000793457
wall_clock_time_millis_training
3825.906991958618
wall_clock_time_millis_training
3835.1500034332275
wall_clock_time_millis_training
3826.476812362671
wall_clock_time_millis_training
3796.100854873657
usercpu_time_millis_testing
10.667260000445822
usercpu_time_millis_testing
10.517509999772301
usercpu_time_millis_testing
10.25356899936014
usercpu_time_millis_testing
10.58420000026672
usercpu_time_millis_testing
10.345652999603772
usercpu_time_millis_testing
10.043407000011939
usercpu_time_millis_testing
10.38640899969323
usercpu_time_millis_testing
10.722809999606397
usercpu_time_millis_testing
10.239057000035245
usercpu_time_millis_testing
7.04944099925342
usercpu_time_millis
3734.3063309999707
usercpu_time_millis
3746.2454619999335
usercpu_time_millis
3750.4333919996498
usercpu_time_millis
3747.0664610000313
usercpu_time_millis
3748.809846999393
usercpu_time_millis
3784.8936209993553
usercpu_time_millis
3768.6761549994117
usercpu_time_millis
3774.7483180000927
usercpu_time_millis
3775.7587329997477
usercpu_time_millis
3725.124013999448
wall_clock_time_millis_testing
10.67209243774414
wall_clock_time_millis_testing
10.645627975463867
wall_clock_time_millis_testing
10.259628295898438
wall_clock_time_millis_testing
10.589361190795898
wall_clock_time_millis_testing
10.419130325317383
wall_clock_time_millis_testing
10.04791259765625
wall_clock_time_millis_testing
10.390758514404297
wall_clock_time_millis_testing
10.873079299926758
wall_clock_time_millis_testing
10.288238525390625
wall_clock_time_millis_testing
7.053136825561523
wall_clock_time_millis
3794.0921783447266
wall_clock_time_millis
3828.295946121216
wall_clock_time_millis
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wall_clock_time_millis
3822.9897022247314
wall_clock_time_millis
3828.547239303589
wall_clock_time_millis
3903.404712677002
wall_clock_time_millis
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wall_clock_time_millis
3846.0230827331543
wall_clock_time_millis
3836.7650508880615
wall_clock_time_millis
3803.1539916992188
predictive_accuracy
0.7857142857142857
predictive_accuracy
0.767022696929239
predictive_accuracy
0.7703604806408545
predictive_accuracy
0.7683578104138852
predictive_accuracy
0.7663551401869159
predictive_accuracy
0.7723631508678238
predictive_accuracy
0.774365821094793
predictive_accuracy
0.7636849132176236
predictive_accuracy
0.7736982643524699
predictive_accuracy
0.7770360480640854