119
18192
Python_3.10.8. Sklearn_1.3.2. NumPy_1.26.3. SciPy_1.11.4.
memory
null
18192
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"}}]
18192
verbose
false
18192
n_jobs
null
18193
remainder
"passthrough"
18193
sparse_threshold
0.3
18193
transformer_weights
null
18193
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": []}}]
18193
verbose
false
18193
verbose_feature_names_out
true
18193
memory
null
18194
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"}}]
18194
verbose
false
18194
add_indicator
false
18195
copy
true
18195
fill_value
null
18195
keep_empty_features
false
18195
missing_values
NaN
18195
strategy
"mean"
18195
copy
true
18196
with_mean
true
18196
with_std
true
18196
memory
null
18197
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"}}]
18197
verbose
false
18197
add_indicator
false
18198
copy
true
18198
fill_value
null
18198
keep_empty_features
false
18198
missing_values
NaN
18198
strategy
"most_frequent"
18198
categories
"auto"
18199
drop
null
18199
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
18199
feature_name_combiner
"concat"
18199
handle_unknown
"ignore"
18199
max_categories
null
18199
min_frequency
null
18199
sparse
"deprecated"
18199
sparse_output
true
18199
ccp_alpha
0.0
18200
class_weight
null
18200
criterion
"gini"
18200
max_depth
null
18200
max_features
null
18200
max_leaf_nodes
null
18200
min_impurity_decrease
0.0
18200
min_samples_leaf
1
18200
min_samples_split
2
18200
min_weight_fraction_leaf
0.0
18200
random_state
62501
18200
splitter
"best"
18200
openml-python
Sklearn_1.3.2.
usercpu_time_millis_training
10.506899000006342
wall_clock_time_millis_training
10.521888732910156
usercpu_time_millis_testing
2.904111999981751
usercpu_time_millis
13.411010999988093
wall_clock_time_millis_testing
2.9175281524658203
wall_clock_time_millis
13.439416885375977
predictive_accuracy
0.7233201581027668