119
18371
Python_3.8.18. Sklearn_0.23.1. NumPy_1.23.5. SciPy_1.10.1.
memory
null
18371
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"}}]
18371
verbose
false
18371
n_jobs
null
18372
remainder
"passthrough"
18372
sparse_threshold
0.3
18372
transformer_weights
null
18372
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": []}}]
18372
verbose
false
18372
memory
null
18373
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"}}]
18373
verbose
false
18373
add_indicator
false
18374
copy
true
18374
fill_value
null
18374
missing_values
NaN
18374
strategy
"mean"
18374
verbose
0
18374
copy
true
18375
with_mean
true
18375
with_std
true
18375
memory
null
18376
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"}}]
18376
verbose
false
18376
add_indicator
false
18377
copy
true
18377
fill_value
null
18377
missing_values
NaN
18377
strategy
"most_frequent"
18377
verbose
0
18377
categories
"auto"
18379
drop
null
18379
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
18379
handle_unknown
"ignore"
18379
sparse
true
18379
ccp_alpha
0.0
18380
class_weight
null
18380
criterion
"gini"
18380
max_depth
null
18380
max_features
null
18380
max_leaf_nodes
null
18380
min_impurity_decrease
0.0
18380
min_impurity_split
null
18380
min_samples_leaf
1
18380
min_samples_split
2
18380
min_weight_fraction_leaf
0.0
18380
presort
"deprecated"
18380
random_state
62501
18380
splitter
"best"
18380
openml-python
Sklearn_0.23.1.
usercpu_time_millis_training
6.7176999999993825
wall_clock_time_millis_training
6.718158721923828
usercpu_time_millis_testing
2.425099999999958
usercpu_time_millis
9.14279999999934
wall_clock_time_millis_testing
2.428770065307617
wall_clock_time_millis
9.146928787231445
predictive_accuracy
0.7233201581027668