23
13914
Python_3.8.18. Sklearn_0.23.1. NumPy_1.23.5. SciPy_1.10.1.
memory
null
13914
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"}}]
13914
verbose
false
13914
n_jobs
null
13915
remainder
"drop"
13915
sparse_threshold
0.3
13915
transformer_weights
null
13915
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"}}}]
13915
verbose
false
13915
copy
true
350
with_mean
true
350
with_std
true
350
categories
"auto"
13916
drop
null
13916
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
13916
handle_unknown
"ignore"
13916
sparse
true
13916
C
1.0
13917
break_ties
false
13917
cache_size
200
13917
class_weight
null
13917
coef0
0.0
13917
decision_function_shape
"ovr"
13917
degree
3
13917
gamma
"scale"
13917
kernel
"rbf"
13917
max_iter
-1
13917
probability
false
13917
random_state
1
13917
shrinking
true
13917
tol
0.001
13917
verbose
false
13917
openml-python
Sklearn_0.23.1.
usercpu_time_millis_training
7.432299999999614
wall_clock_time_millis_training
19.43039894104004
usercpu_time_millis_testing
2.4594999999996148
usercpu_time_millis
9.891799999999229
wall_clock_time_millis_testing
2.4614334106445312
wall_clock_time_millis
21.89183235168457
predictive_accuracy
0.8640776699029126