11
13812
Python_3.10.8. Sklearn_1.3.2. NumPy_1.26.3. SciPy_1.11.4.
memory
null
13812
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "columntransformer", "step_name": "columntransformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "svc", "step_name": "svc"}}]
13812
verbose
false
13812
n_jobs
null
13813
remainder
"drop"
13813
sparse_threshold
0.3
13813
transformer_weights
null
13813
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "num", "step_name": "num", "argument_1": {"oml-python:serialized_object": "function", "value": "openml.extensions.sklearn.cont"}}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "cat", "step_name": "cat", "argument_1": {"oml-python:serialized_object": "function", "value": "openml.extensions.sklearn.cat"}}}]
13813
verbose
false
13813
verbose_feature_names_out
true
13813
copy
true
50
with_mean
true
50
with_std
true
50
categories
"auto"
118
drop
null
118
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
118
feature_name_combiner
"concat"
118
handle_unknown
"ignore"
118
max_categories
null
118
min_frequency
null
118
sparse
"deprecated"
118
sparse_output
true
118
C
1.0
13814
break_ties
false
13814
cache_size
200
13814
class_weight
null
13814
coef0
0.0
13814
decision_function_shape
"ovr"
13814
degree
3
13814
gamma
"scale"
13814
kernel
"rbf"
13814
max_iter
-1
13814
probability
false
13814
random_state
1
13814
shrinking
true
13814
tol
0.001
13814
verbose
false
13814
openml-python
Sklearn_1.3.2.
usercpu_time_millis_training
159.8198960000019
wall_clock_time_millis_training
159.96980667114258
usercpu_time_millis_testing
74.87421000000438
usercpu_time_millis
234.6941060000063
wall_clock_time_millis_testing
74.95236396789551
wall_clock_time_millis
234.9221706390381
predictive_accuracy
0.9544592030360531