11
22774
Python_3.7.17. Sklearn_0.21.2. NumPy_1.21.6. SciPy_1.7.3.
memory
null
22774
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"}}]
22774
verbose
false
22774
n_jobs
null
22776
remainder
"drop"
22776
sparse_threshold
0.3
22776
transformer_weights
null
22776
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"}}}]
22776
verbose
false
22776
copy
true
9293
with_mean
true
9293
with_std
true
9293
categorical_features
null
22777
categories
null
22777
drop
null
22777
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
22777
handle_unknown
"ignore"
22777
n_values
null
22777
sparse
true
22777
C
1.0
22778
cache_size
200
22778
class_weight
null
22778
coef0
0.0
22778
decision_function_shape
"ovr"
22778
degree
3
22778
gamma
"scale"
22778
kernel
"rbf"
22778
max_iter
-1
22778
probability
false
22778
random_state
1
22778
shrinking
true
22778
tol
0.001
22778
verbose
false
22778
openml-python
Sklearn_0.21.2.
usercpu_time_millis_training
130.70390000000032
wall_clock_time_millis_training
130.7060718536377
usercpu_time_millis_testing
49.23689999999947
usercpu_time_millis
179.9407999999998
wall_clock_time_millis_testing
49.24178123474121
wall_clock_time_millis
179.9478530883789
predictive_accuracy
0.9544592030360531