119
23786
Python_3.8.18. Sklearn_0.24.0. NumPy_1.24.4. SciPy_1.10.1.
memory
null
23786
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "transformer", "step_name": "transformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "classifier", "step_name": "classifier"}}]
23786
verbose
false
23786
n_jobs
null
23787
remainder
"passthrough"
23787
sparse_threshold
0.3
23787
transformer_weights
null
23787
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "numeric", "step_name": "numeric", "argument_1": [0, 1, 2, 3, 4, 5, 6, 7]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "nominal", "step_name": "nominal", "argument_1": []}}]
23787
verbose
false
23787
memory
null
23788
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"}}]
23788
verbose
false
23788
add_indicator
false
23789
copy
true
23789
fill_value
null
23789
missing_values
NaN
23789
strategy
"mean"
23789
verbose
0
23789
copy
true
23790
with_mean
true
23790
with_std
true
23790
memory
null
23791
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "customimputer", "step_name": "customimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}]
23791
verbose
false
23791
add_indicator
false
23792
copy
true
23792
fill_value
null
23792
missing_values
NaN
23792
strategy
"most_frequent"
23792
verbose
0
23792
categories
"auto"
23793
drop
null
23793
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
23793
handle_unknown
"ignore"
23793
sparse
true
23793
ccp_alpha
0.0
23794
class_weight
null
23794
criterion
"gini"
23794
max_depth
null
23794
max_features
null
23794
max_leaf_nodes
null
23794
min_impurity_decrease
0.0
23794
min_impurity_split
null
23794
min_samples_leaf
1
23794
min_samples_split
2
23794
min_weight_fraction_leaf
0.0
23794
random_state
62501
23794
splitter
"best"
23794
openml-python
Sklearn_0.24.0.
usercpu_time_millis_training
5.768399999997342
wall_clock_time_millis_training
5.768299102783203
usercpu_time_millis_testing
1.500699999997579
usercpu_time_millis
7.269099999994921
wall_clock_time_millis_testing
1.5027523040771484
wall_clock_time_millis
7.271051406860352
predictive_accuracy
0.7233201581027668