1
4140
Python_3.9.13. Sklearn_0.24.2. NumPy_1.26.3. SciPy_1.10.0.
memory
null
4140
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "preprocess", "step_name": "preprocess"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "estimator", "step_name": "estimator"}}]
4140
verbose
false
4140
n_jobs
null
4142
remainder
"drop"
4142
sparse_threshold
0.3
4142
transformer_weights
null
4142
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "cat", "step_name": "cat", "argument_1": {"oml-python:serialized_object": "function", "value": "openml.extensions.sklearn.cat"}}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "cont", "step_name": "cont", "argument_1": {"oml-python:serialized_object": "function", "value": "openml.extensions.sklearn.cont"}}}]
4142
verbose
false
4142
categories
"auto"
4144
drop
null
4144
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
4144
handle_unknown
"ignore"
4144
sparse
true
4144
memory
null
4145
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}]
4145
verbose
false
4145
add_indicator
false
3953
copy
true
3953
fill_value
null
3953
missing_values
NaN
3953
strategy
"median"
3953
verbose
0
3953
copy
true
2508
with_mean
true
2508
with_std
true
2508
ccp_alpha
0.0
2512
class_weight
null
2512
criterion
"gini"
2512
max_depth
null
2512
max_features
null
2512
max_leaf_nodes
null
2512
min_impurity_decrease
0.0
2512
min_impurity_split
null
2512
min_samples_leaf
1
2512
min_samples_split
2
2512
min_weight_fraction_leaf
0.0
2512
random_state
33377
2512
splitter
"best"
2512
openml-python
Sklearn_0.24.2.
usercpu_time_millis_training
15.625
usercpu_time_millis_training
31.25
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
31.25
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
31.25
usercpu_time_millis_training
31.25
wall_clock_time_millis_training
15.625238418579102
wall_clock_time_millis_training
31.824588775634766
wall_clock_time_millis_training
15.622854232788086
wall_clock_time_millis_training
15.61880111694336
wall_clock_time_millis_training
15.62356948852539
wall_clock_time_millis_training
31.248807907104492
wall_clock_time_millis_training
15.624761581420898
wall_clock_time_millis_training
15.623807907104492
wall_clock_time_millis_training
31.253576278686523
wall_clock_time_millis_training
31.246185302734375
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis
31.25
usercpu_time_millis
46.875
usercpu_time_millis
15.625
usercpu_time_millis
31.25
usercpu_time_millis
31.25
usercpu_time_millis
31.25
usercpu_time_millis
31.25
usercpu_time_millis
31.25
usercpu_time_millis
46.875
usercpu_time_millis
46.875
wall_clock_time_millis_testing
15.63882827758789
wall_clock_time_millis_testing
15.520095825195312
wall_clock_time_millis_testing
0.0
wall_clock_time_millis_testing
15.62190055847168
wall_clock_time_millis_testing
15.624761581420898
wall_clock_time_millis_testing
0.0
wall_clock_time_millis_testing
15.635967254638672
wall_clock_time_millis_testing
15.62952995300293
wall_clock_time_millis_testing
15.619516372680664
wall_clock_time_millis_testing
15.625
wall_clock_time_millis
31.264066696166992
wall_clock_time_millis
47.34468460083008
wall_clock_time_millis
15.622854232788086
wall_clock_time_millis
31.24070167541504
wall_clock_time_millis
31.24833106994629
wall_clock_time_millis
31.248807907104492
wall_clock_time_millis
31.26072883605957
wall_clock_time_millis
31.253337860107422
wall_clock_time_millis
46.87309265136719
wall_clock_time_millis
46.871185302734375
predictive_accuracy
0.9888888888888889
predictive_accuracy
0.9777777777777777
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
0.9888888888888889
predictive_accuracy
1.0
predictive_accuracy
0.9888888888888889
predictive_accuracy
0.9888888888888889
predictive_accuracy
0.9887640449438202
predictive_accuracy
0.9887640449438202