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
"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
0.4658023250955505
19038
loss
"deviance"
19038
max_depth
3
19038
max_features
null
19038
max_leaf_nodes
1102
19038
min_impurity_decrease
0.0
19038
min_impurity_split
null
19038
min_samples_leaf
109
19038
min_samples_split
2
19038
min_weight_fraction_leaf
0.0
19038
n_estimators
100
19038
n_iter_no_change
10
19038
random_state
57742
19038
subsample
1.0
19038
tol
0.0001
19038
validation_fraction
0.1775827051551249
19038
verbose
0
19038
warm_start
false
19038
openml-python
Sklearn_0.24.2.
usercpu_time_millis_training
9087.33721399949
usercpu_time_millis_training
6362.844580000456
usercpu_time_millis_training
6492.335081999954
usercpu_time_millis_training
8725.493306999851
usercpu_time_millis_training
7372.59099000039
usercpu_time_millis_training
8563.37280200023
usercpu_time_millis_training
8847.719913999754
usercpu_time_millis_training
10186.963326000296
usercpu_time_millis_training
7217.64618799989
usercpu_time_millis_training
6091.555873000289
wall_clock_time_millis_training
9099.197626113892
wall_clock_time_millis_training
6371.493577957153
wall_clock_time_millis_training
6498.192310333252
wall_clock_time_millis_training
8731.28604888916
wall_clock_time_millis_training
7372.963428497314
wall_clock_time_millis_training
8577.004432678223
wall_clock_time_millis_training
8852.19931602478
wall_clock_time_millis_training
10190.129041671753
wall_clock_time_millis_training
7222.278118133545
wall_clock_time_millis_training
6126.47819519043
usercpu_time_millis_testing
3.566100000170991
usercpu_time_millis_testing
2.950399999463116
usercpu_time_millis_testing
3.316100000120059
usercpu_time_millis_testing
3.4606999997777166
usercpu_time_millis_testing
3.5804010003630538
usercpu_time_millis_testing
3.3991999998761457
usercpu_time_millis_testing
3.2334000006812857
usercpu_time_millis_testing
3.2533000003240886
usercpu_time_millis_testing
3.0466999996860977
usercpu_time_millis_testing
3.3373000005667564
usercpu_time_millis
9090.90331399966
usercpu_time_millis
6365.794979999919
usercpu_time_millis
6495.651182000074
usercpu_time_millis
8728.95400699963
usercpu_time_millis
7376.171391000753
usercpu_time_millis
8566.772002000107
usercpu_time_millis
8850.953314000435
usercpu_time_millis
10190.21662600062
usercpu_time_millis
7220.692887999576
usercpu_time_millis
6094.893173000855
wall_clock_time_millis_testing
3.568887710571289
wall_clock_time_millis_testing
2.953767776489258
wall_clock_time_millis_testing
3.319263458251953
wall_clock_time_millis_testing
3.462553024291992
wall_clock_time_millis_testing
3.584146499633789
wall_clock_time_millis_testing
3.4029483795166016
wall_clock_time_millis_testing
3.236532211303711
wall_clock_time_millis_testing
3.256082534790039
wall_clock_time_millis_testing
3.050565719604492
wall_clock_time_millis_testing
3.3397674560546875
wall_clock_time_millis
9102.766513824463
wall_clock_time_millis
6374.447345733643
wall_clock_time_millis
6501.511573791504
wall_clock_time_millis
8734.748601913452
wall_clock_time_millis
7376.547574996948
wall_clock_time_millis
8580.40738105774
wall_clock_time_millis
8855.435848236084
wall_clock_time_millis
10193.385124206543
wall_clock_time_millis
7225.328683853149
wall_clock_time_millis
6129.817962646484
predictive_accuracy
0.96
predictive_accuracy
0.965
predictive_accuracy
0.95
predictive_accuracy
0.965
predictive_accuracy
0.93
predictive_accuracy
0.94
predictive_accuracy
0.955
predictive_accuracy
0.97
predictive_accuracy
0.965
predictive_accuracy
0.94