119
22174
Python_3.9.18. Sklearn_0.24.0. NumPy_1.26.3. SciPy_1.10.0.
memory
null
22174
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"}}]
22174
verbose
false
22174
n_jobs
null
22175
remainder
"passthrough"
22175
sparse_threshold
0.3
22175
transformer_weights
null
22175
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": []}}]
22175
verbose
false
22175
memory
null
22176
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"}}]
22176
verbose
false
22176
add_indicator
false
22177
copy
true
22177
fill_value
null
22177
missing_values
NaN
22177
strategy
"mean"
22177
verbose
0
22177
copy
true
22178
with_mean
true
22178
with_std
true
22178
memory
null
22179
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"}}]
22179
verbose
false
22179
add_indicator
false
22180
copy
true
22180
fill_value
null
22180
missing_values
NaN
22180
strategy
"most_frequent"
22180
verbose
0
22180
categories
"auto"
22181
drop
null
22181
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
22181
handle_unknown
"ignore"
22181
sparse
true
22181
ccp_alpha
0.0
22182
class_weight
null
22182
criterion
"gini"
22182
max_depth
null
22182
max_features
null
22182
max_leaf_nodes
null
22182
min_impurity_decrease
0.0
22182
min_impurity_split
null
22182
min_samples_leaf
1
22182
min_samples_split
2
22182
min_weight_fraction_leaf
0.0
22182
random_state
62501
22182
splitter
"best"
22182
openml-python
Sklearn_0.24.0.
usercpu_time_millis_training
5.609700000000828
wall_clock_time_millis_training
5.6095123291015625
usercpu_time_millis_testing
1.4022000000011303
usercpu_time_millis
7.011900000001958
wall_clock_time_millis_testing
1.4042854309082031
wall_clock_time_millis
7.013797760009766
predictive_accuracy
0.7233201581027668