3913
18995
Python_3.8.3. Sklearn_0.24.2. NumPy_1.21.2. SciPy_1.7.1.
memory
null
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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"}}]
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verbose
false
18995
n_jobs
null
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remainder
"drop"
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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
33614
18820
splitter
"best"
18820
openml-python
Sklearn_0.24.2.
usercpu_time_millis_training
0.0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0.0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0.0
usercpu_time_millis_training
0.0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0.0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0.0
wall_clock_time_millis_training
6.000995635986328
wall_clock_time_millis_training
5.990505218505859
wall_clock_time_millis_training
5.998849868774414
wall_clock_time_millis_training
5.999088287353516
wall_clock_time_millis_training
4.99725341796875
wall_clock_time_millis_training
5.717992782592773
wall_clock_time_millis_training
6.000280380249023
wall_clock_time_millis_training
5.00035285949707
wall_clock_time_millis_training
6.734371185302734
wall_clock_time_millis_training
5.9871673583984375
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
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
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
0.0
usercpu_time_millis
15.625
usercpu_time_millis
0.0
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
0.0
usercpu_time_millis
15.625
usercpu_time_millis
0.0
wall_clock_time_millis_testing
2.998828887939453
wall_clock_time_millis_testing
2.156496047973633
wall_clock_time_millis_testing
2.000093460083008
wall_clock_time_millis_testing
1.9998550415039062
wall_clock_time_millis_testing
1.9884109497070312
wall_clock_time_millis_testing
1.9698143005371094
wall_clock_time_millis_testing
1.9998550415039062
wall_clock_time_millis_testing
2.9883384704589844
wall_clock_time_millis_testing
2.0923614501953125
wall_clock_time_millis_testing
2.000570297241211
wall_clock_time_millis
8.999824523925781
wall_clock_time_millis
8.147001266479492
wall_clock_time_millis
7.998943328857422
wall_clock_time_millis
7.998943328857422
wall_clock_time_millis
6.985664367675781
wall_clock_time_millis
7.687807083129883
wall_clock_time_millis
8.00013542175293
wall_clock_time_millis
7.988691329956055
wall_clock_time_millis
8.826732635498047
wall_clock_time_millis
7.987737655639648
predictive_accuracy
0.8113207547169812
predictive_accuracy
0.9433962264150944
predictive_accuracy
0.8076923076923077
predictive_accuracy
0.8461538461538461
predictive_accuracy
0.9423076923076923
predictive_accuracy
0.8461538461538461
predictive_accuracy
0.8653846153846154
predictive_accuracy
0.75
predictive_accuracy
0.8461538461538461
predictive_accuracy
0.8269230769230769