96
29101
Python_3.8.18. Sklearn_0.23.1. NumPy_1.23.5. SciPy_1.10.1.
memory
null
29101
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"}}]
29101
verbose
false
29101
n_jobs
null
29102
remainder
"passthrough"
29102
sparse_threshold
0.3
29102
transformer_weights
null
29102
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "numeric", "step_name": "numeric", "argument_1": [1, 2, 7, 10, 13, 14]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "nominal", "step_name": "nominal", "argument_1": [0, 3, 4, 5, 6, 8, 9, 11, 12]}}]
29102
verbose
false
29102
memory
null
29103
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"}}]
29103
verbose
false
29103
add_indicator
false
29104
copy
true
29104
fill_value
null
29104
missing_values
NaN
29104
strategy
"mean"
29104
verbose
0
29104
copy
true
29105
with_mean
true
29105
with_std
true
29105
memory
null
29106
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"}}]
29106
verbose
false
29106
add_indicator
false
29107
copy
true
29107
fill_value
null
29107
missing_values
NaN
29107
strategy
"most_frequent"
29107
verbose
0
29107
categories
"auto"
29108
drop
null
29108
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
29108
handle_unknown
"ignore"
29108
sparse
true
29108
ccp_alpha
0.0
29109
class_weight
null
29109
criterion
"gini"
29109
max_depth
null
29109
max_features
null
29109
max_leaf_nodes
null
29109
min_impurity_decrease
0.0
29109
min_impurity_split
null
29109
min_samples_leaf
1
29109
min_samples_split
2
29109
min_weight_fraction_leaf
0.0
29109
presort
"deprecated"
29109
random_state
62501
29109
splitter
"best"
29109
openml-python
Sklearn_0.23.1.
usercpu_time_millis_training
20.399700000005794
wall_clock_time_millis_training
20.399808883666992
usercpu_time_millis_testing
5.5554999999998245
usercpu_time_millis
25.955200000005618
wall_clock_time_millis_testing
5.558013916015625
wall_clock_time_millis
25.957822799682617
predictive_accuracy
0.8281938325991189