1
1907
Python_3.9.18. Sklearn_0.24.0. NumPy_1.26.3. SciPy_1.10.0.
memory
null
1907
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"}}]
1907
verbose
false
1907
n_jobs
null
1910
remainder
"drop"
1910
sparse_threshold
0.3
1910
transformer_weights
null
1910
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"}}}]
1910
verbose
false
1910
categories
"auto"
1911
drop
null
1911
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
1911
handle_unknown
"ignore"
1911
sparse
true
1911
memory
null
1912
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"}}]
1912
verbose
false
1912
add_indicator
false
580
copy
true
580
fill_value
null
580
missing_values
NaN
580
strategy
"median"
580
verbose
0
580
copy
true
354
with_mean
true
354
with_std
true
354
ccp_alpha
0.0
356
class_weight
null
356
criterion
"gini"
356
max_depth
null
356
max_features
null
356
max_leaf_nodes
null
356
min_impurity_decrease
0.0
356
min_impurity_split
null
356
min_samples_leaf
1
356
min_samples_split
2
356
min_weight_fraction_leaf
0.0
356
random_state
20360
356
splitter
"best"
356
openml-python
Sklearn_0.24.0.
usercpu_time_millis_training
19.27999999999841
usercpu_time_millis_training
18.509300000001616
usercpu_time_millis_training
71.60119999999992
usercpu_time_millis_training
18.791399999997793
usercpu_time_millis_training
18.406199999997597
usercpu_time_millis_training
18.513299999998623
usercpu_time_millis_training
18.49849999999975
usercpu_time_millis_training
18.31380000000138
usercpu_time_millis_training
18.570300000000373
usercpu_time_millis_training
21.3019999999986
wall_clock_time_millis_training
19.28091049194336
wall_clock_time_millis_training
18.509387969970703
wall_clock_time_millis_training
71.60329818725586
wall_clock_time_millis_training
18.79262924194336
wall_clock_time_millis_training
18.406391143798828
wall_clock_time_millis_training
18.51367950439453
wall_clock_time_millis_training
18.498897552490234
wall_clock_time_millis_training
18.314123153686523
wall_clock_time_millis_training
18.571138381958008
wall_clock_time_millis_training
21.3165283203125
usercpu_time_millis_testing
6.891499999998274
usercpu_time_millis_testing
6.483500000001641
usercpu_time_millis_testing
6.727899999997788
usercpu_time_millis_testing
6.877899999999215
usercpu_time_millis_testing
6.46199999999908
usercpu_time_millis_testing
6.556399999997353
usercpu_time_millis_testing
6.573700000000571
usercpu_time_millis_testing
6.667700000001275
usercpu_time_millis_testing
6.613200000000319
usercpu_time_millis_testing
6.737300000001056
usercpu_time_millis
26.171499999996684
usercpu_time_millis
24.992800000003257
usercpu_time_millis
78.32909999999771
usercpu_time_millis
25.66929999999701
usercpu_time_millis
24.868199999996676
usercpu_time_millis
25.069699999995976
usercpu_time_millis
25.072200000000322
usercpu_time_millis
24.981500000002654
usercpu_time_millis
25.18350000000069
usercpu_time_millis
28.039299999999656
wall_clock_time_millis_testing
6.894350051879883
wall_clock_time_millis_testing
6.485939025878906
wall_clock_time_millis_testing
6.730556488037109
wall_clock_time_millis_testing
6.880521774291992
wall_clock_time_millis_testing
6.464242935180664
wall_clock_time_millis_testing
6.558656692504883
wall_clock_time_millis_testing
6.576061248779297
wall_clock_time_millis_testing
6.670236587524414
wall_clock_time_millis_testing
6.615400314331055
wall_clock_time_millis_testing
6.739616394042969
wall_clock_time_millis
26.175260543823242
wall_clock_time_millis
24.99532699584961
wall_clock_time_millis
78.33385467529297
wall_clock_time_millis
25.67315101623535
wall_clock_time_millis
24.870634078979492
wall_clock_time_millis
25.072336196899414
wall_clock_time_millis
25.07495880126953
wall_clock_time_millis
24.984359741210938
wall_clock_time_millis
25.186538696289062
wall_clock_time_millis
28.05614471435547
predictive_accuracy
1.0
predictive_accuracy
0.9777777777777777
predictive_accuracy
1.0
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
1.0