1
1907
Python_3.7.17. Sklearn_0.24.0. NumPy_1.21.6. SciPy_1.7.3.
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
4896
356
splitter
"best"
356
openml-python
Sklearn_0.24.0.
usercpu_time_millis_training
19.715600000012046
usercpu_time_millis_training
33.964699999984305
usercpu_time_millis_training
34.41939999999022
usercpu_time_millis_training
32.432800000009365
usercpu_time_millis_training
20.146799999992027
usercpu_time_millis_training
19.351600000021563
usercpu_time_millis_training
27.079200000002857
usercpu_time_millis_training
19.554799999980332
usercpu_time_millis_training
19.631099999998014
usercpu_time_millis_training
19.475999999997384
wall_clock_time_millis_training
19.71435546875
wall_clock_time_millis_training
33.96463394165039
wall_clock_time_millis_training
34.41929817199707
wall_clock_time_millis_training
32.43303298950195
wall_clock_time_millis_training
20.148038864135742
wall_clock_time_millis_training
19.351720809936523
wall_clock_time_millis_training
27.080535888671875
wall_clock_time_millis_training
19.555091857910156
wall_clock_time_millis_training
19.630908966064453
wall_clock_time_millis_training
19.475460052490234
usercpu_time_millis_testing
6.889000000001033
usercpu_time_millis_testing
13.150599999988799
usercpu_time_millis_testing
7.920099999978447
usercpu_time_millis_testing
11.389100000002372
usercpu_time_millis_testing
6.927999999987833
usercpu_time_millis_testing
6.735800000001291
usercpu_time_millis_testing
11.763000000001966
usercpu_time_millis_testing
6.775400000009313
usercpu_time_millis_testing
6.75270000002115
usercpu_time_millis_testing
6.992199999984905
usercpu_time_millis
26.60460000001308
usercpu_time_millis
47.115299999973104
usercpu_time_millis
42.339499999968666
usercpu_time_millis
43.82190000001174
usercpu_time_millis
27.07479999997986
usercpu_time_millis
26.087400000022853
usercpu_time_millis
38.84220000000482
usercpu_time_millis
26.330199999989645
usercpu_time_millis
26.383800000019164
usercpu_time_millis
26.46819999998229
wall_clock_time_millis_testing
6.8912506103515625
wall_clock_time_millis_testing
13.153076171875
wall_clock_time_millis_testing
7.935762405395508
wall_clock_time_millis_testing
11.404037475585938
wall_clock_time_millis_testing
6.93058967590332
wall_clock_time_millis_testing
6.737947463989258
wall_clock_time_millis_testing
11.764764785766602
wall_clock_time_millis_testing
6.777524948120117
wall_clock_time_millis_testing
6.754875183105469
wall_clock_time_millis_testing
6.994724273681641
wall_clock_time_millis
26.605606079101562
wall_clock_time_millis
47.11771011352539
wall_clock_time_millis
42.35506057739258
wall_clock_time_millis
43.83707046508789
wall_clock_time_millis
27.078628540039062
wall_clock_time_millis
26.08966827392578
wall_clock_time_millis
38.84530067443848
wall_clock_time_millis
26.332616806030273
wall_clock_time_millis
26.385784149169922
wall_clock_time_millis
26.470184326171875
predictive_accuracy
1.0
predictive_accuracy
0.9777777777777777
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
0.9777777777777777
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
0.9888888888888889
predictive_accuracy
0.9887640449438202
predictive_accuracy
1.0