6
18983
Python_3.7.3. Sklearn_0.20.0. NumPy_1.21.5. SciPy_1.7.3.
memory
null
18983
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "columntransformer", "step_name": "columntransformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "variancethreshold", "step_name": "variancethreshold"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "decisiontreeclassifier", "step_name": "decisiontreeclassifier"}}]
18983
n_jobs
null
18952
remainder
"passthrough"
18952
sparse_threshold
0.3
18952
transformer_weights
null
18952
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "numeric", "step_name": "numeric", "argument_1": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "nominal", "step_name": "nominal", "argument_1": []}}]
18952
memory
null
18953
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "imputer", "step_name": "imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}]
18953
axis
0
18954
copy
true
18954
missing_values
"NaN"
18954
strategy
"median"
18954
verbose
0
18954
copy
true
18955
with_mean
true
18955
with_std
true
18955
memory
null
18956
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}]
18956
copy
true
18957
fill_value
-1
18957
missing_values
NaN
18957
strategy
"constant"
18957
verbose
0
18957
categorical_features
null
18958
categories
null
18958
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
18958
handle_unknown
"ignore"
18958
n_values
null
18958
sparse
true
18958
threshold
0.0
18959
class_weight
null
18971
criterion
"entropy"
18971
max_depth
null
18971
max_features
1.0
18971
max_leaf_nodes
null
18971
min_impurity_decrease
0.0
18971
min_impurity_split
null
18971
min_samples_leaf
2
18971
min_samples_split
3
18971
min_weight_fraction_leaf
0.0
18971
presort
false
18971
random_state
0
18971
splitter
"best"
18971
openml-python
Sklearn_0.20.0.
usercpu_time_millis_training
140.625
usercpu_time_millis_training
125.0
usercpu_time_millis_training
125.0
usercpu_time_millis_training
125.0
usercpu_time_millis_training
125.0
usercpu_time_millis_training
140.625
usercpu_time_millis_training
125.0
usercpu_time_millis_training
125.0
usercpu_time_millis_training
125.0
usercpu_time_millis_training
125.0
wall_clock_time_millis_training
136.32941246032715
wall_clock_time_millis_training
123.30126762390137
wall_clock_time_millis_training
120.31722068786621
wall_clock_time_millis_training
124.33004379272461
wall_clock_time_millis_training
127.33840942382812
wall_clock_time_millis_training
137.36462593078613
wall_clock_time_millis_training
123.35515022277832
wall_clock_time_millis_training
121.32143974304199
wall_clock_time_millis_training
123.32725524902344
wall_clock_time_millis_training
120.34845352172852
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
0.0
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
0.0
usercpu_time_millis
140.625
usercpu_time_millis
125.0
usercpu_time_millis
125.0
usercpu_time_millis
125.0
usercpu_time_millis
125.0
usercpu_time_millis
140.625
usercpu_time_millis
125.0
usercpu_time_millis
125.0
usercpu_time_millis
125.0
usercpu_time_millis
125.0
wall_clock_time_millis_testing
0.9908676147460938
wall_clock_time_millis_testing
2.0067691802978516
wall_clock_time_millis_testing
2.0062923431396484
wall_clock_time_millis_testing
2.033710479736328
wall_clock_time_millis_testing
1.0268688201904297
wall_clock_time_millis_testing
1.003265380859375
wall_clock_time_millis_testing
2.0084381103515625
wall_clock_time_millis_testing
2.006053924560547
wall_clock_time_millis_testing
2.0072460174560547
wall_clock_time_millis_testing
2.0041465759277344
wall_clock_time_millis
137.32028007507324
wall_clock_time_millis
125.30803680419922
wall_clock_time_millis
122.32351303100586
wall_clock_time_millis
126.36375427246094
wall_clock_time_millis
128.36527824401855
wall_clock_time_millis
138.3678913116455
wall_clock_time_millis
125.36358833312988
wall_clock_time_millis
123.32749366760254
wall_clock_time_millis
125.33450126647949
wall_clock_time_millis
122.35260009765625
predictive_accuracy
0.884
predictive_accuracy
0.87
predictive_accuracy
0.8855
predictive_accuracy
0.876
predictive_accuracy
0.866
predictive_accuracy
0.8735
predictive_accuracy
0.8695
predictive_accuracy
0.872
predictive_accuracy
0.872
predictive_accuracy
0.873