16
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
0.4451892388659842
19038
loss
"deviance"
19038
max_depth
3
19038
max_features
null
19038
max_leaf_nodes
904
19038
min_impurity_decrease
0.0
19038
min_impurity_split
null
19038
min_samples_leaf
130
19038
min_samples_split
2
19038
min_weight_fraction_leaf
0.0
19038
n_estimators
100
19038
n_iter_no_change
8
19038
random_state
51556
19038
subsample
1.0
19038
tol
0.0001
19038
validation_fraction
0.30900291682765
19038
verbose
0
19038
warm_start
false
19038
openml-python
Sklearn_0.24.2.
usercpu_time_millis_training
7019.970087000729
usercpu_time_millis_training
5690.990270999464
usercpu_time_millis_training
6038.352775999556
usercpu_time_millis_training
5773.692472000221
usercpu_time_millis_training
4824.8939619998055
usercpu_time_millis_training
6391.650978999678
usercpu_time_millis_training
5927.847472999929
usercpu_time_millis_training
5793.495369999619
usercpu_time_millis_training
5180.619564000153
usercpu_time_millis_training
6483.6268810004185
wall_clock_time_millis_training
7028.358221054077
wall_clock_time_millis_training
5694.357633590698
wall_clock_time_millis_training
6041.813373565674
wall_clock_time_millis_training
5775.319337844849
wall_clock_time_millis_training
4827.524185180664
wall_clock_time_millis_training
6394.81520652771
wall_clock_time_millis_training
5932.1441650390625
wall_clock_time_millis_training
5833.814382553101
wall_clock_time_millis_training
5182.54542350769
wall_clock_time_millis_training
6494.598150253296
usercpu_time_millis_testing
3.0261000001701177
usercpu_time_millis_testing
3.2334999996237457
usercpu_time_millis_testing
2.967299999909301
usercpu_time_millis_testing
3.1998000004023197
usercpu_time_millis_testing
2.9220999995231978
usercpu_time_millis_testing
2.9082999999445747
usercpu_time_millis_testing
3.0554000004485715
usercpu_time_millis_testing
3.0670999994981685
usercpu_time_millis_testing
3.0324999997901614
usercpu_time_millis_testing
3.111899000032281
usercpu_time_millis
7022.996187000899
usercpu_time_millis
5694.223770999088
usercpu_time_millis
6041.320075999465
usercpu_time_millis
5776.892272000623
usercpu_time_millis
4827.816061999329
usercpu_time_millis
6394.559278999623
usercpu_time_millis
5930.902873000377
usercpu_time_millis
5796.562469999117
usercpu_time_millis
5183.6520639999435
usercpu_time_millis
6486.738780000451
wall_clock_time_millis_testing
3.0295848846435547
wall_clock_time_millis_testing
3.237009048461914
wall_clock_time_millis_testing
2.9709339141845703
wall_clock_time_millis_testing
3.2036304473876953
wall_clock_time_millis_testing
2.9256343841552734
wall_clock_time_millis_testing
2.9115676879882812
wall_clock_time_millis_testing
3.0586719512939453
wall_clock_time_millis_testing
3.0698776245117188
wall_clock_time_millis_testing
3.0372142791748047
wall_clock_time_millis_testing
3.115415573120117
wall_clock_time_millis
7031.387805938721
wall_clock_time_millis
5697.59464263916
wall_clock_time_millis
6044.784307479858
wall_clock_time_millis
5778.522968292236
wall_clock_time_millis
4830.449819564819
wall_clock_time_millis
6397.726774215698
wall_clock_time_millis
5935.202836990356
wall_clock_time_millis
5836.884260177612
wall_clock_time_millis
5185.582637786865
wall_clock_time_millis
6497.713565826416
predictive_accuracy
0.955
predictive_accuracy
0.955
predictive_accuracy
0.935
predictive_accuracy
0.96
predictive_accuracy
0.92
predictive_accuracy
0.945
predictive_accuracy
0.95
predictive_accuracy
0.96
predictive_accuracy
0.97
predictive_accuracy
0.95