9981
18995
Python_3.8.3. Sklearn_0.24.2. NumPy_1.21.2. SciPy_1.7.1.
memory
null
18995
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "columntransformer", "step_name": "columntransformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "decisiontreeclassifier", "step_name": "decisiontreeclassifier"}}]
18995
verbose
false
18995
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
18820
class_weight
null
18820
criterion
"gini"
18820
max_depth
1
18820
max_features
null
18820
max_leaf_nodes
null
18820
min_impurity_decrease
0.0
18820
min_impurity_split
null
18820
min_samples_leaf
1
18820
min_samples_split
2
18820
min_weight_fraction_leaf
0.0
18820
random_state
31861
18820
splitter
"best"
18820
openml-python
Sklearn_0.24.2.
usercpu_time_millis_training
31.25
usercpu_time_millis_training
31.25
usercpu_time_millis_training
31.25
usercpu_time_millis_training
31.25
usercpu_time_millis_training
46.875
usercpu_time_millis_training
31.25
usercpu_time_millis_training
31.25
usercpu_time_millis_training
31.25
usercpu_time_millis_training
31.25
usercpu_time_millis_training
31.25
wall_clock_time_millis_training
31.996965408325195
wall_clock_time_millis_training
32.00197219848633
wall_clock_time_millis_training
33.66732597351074
wall_clock_time_millis_training
32.99999237060547
wall_clock_time_millis_training
33.15258026123047
wall_clock_time_millis_training
33.00118446350098
wall_clock_time_millis_training
34.00135040283203
wall_clock_time_millis_training
32.990217208862305
wall_clock_time_millis_training
33.00118446350098
wall_clock_time_millis_training
32.00030326843262
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
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0.0
usercpu_time_millis
46.875
usercpu_time_millis
46.875
usercpu_time_millis
31.25
usercpu_time_millis
46.875
usercpu_time_millis
46.875
usercpu_time_millis
31.25
usercpu_time_millis
46.875
usercpu_time_millis
31.25
usercpu_time_millis
46.875
usercpu_time_millis
31.25
wall_clock_time_millis_testing
8.003711700439453
wall_clock_time_millis_testing
8.001089096069336
wall_clock_time_millis_testing
8.01539421081543
wall_clock_time_millis_testing
8.00180435180664
wall_clock_time_millis_testing
8.063077926635742
wall_clock_time_millis_testing
7.985591888427734
wall_clock_time_millis_testing
7.998228073120117
wall_clock_time_millis_testing
8.121728897094727
wall_clock_time_millis_testing
8.00013542175293
wall_clock_time_millis_testing
8.000612258911133
wall_clock_time_millis
40.00067710876465
wall_clock_time_millis
40.003061294555664
wall_clock_time_millis
41.68272018432617
wall_clock_time_millis
41.00179672241211
wall_clock_time_millis
41.21565818786621
wall_clock_time_millis
40.98677635192871
wall_clock_time_millis
41.99957847595215
wall_clock_time_millis
41.11194610595703
wall_clock_time_millis
41.001319885253906
wall_clock_time_millis
40.00091552734375
predictive_accuracy
0.21296296296296297
predictive_accuracy
0.2037037037037037
predictive_accuracy
0.2037037037037037
predictive_accuracy
0.2037037037037037
predictive_accuracy
0.2037037037037037
predictive_accuracy
0.2037037037037037
predictive_accuracy
0.19444444444444445
predictive_accuracy
0.21296296296296297
predictive_accuracy
0.2037037037037037
predictive_accuracy
0.21296296296296297