14954
18298
memory
null
18298
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "columntransformer", "step_name": "columntransformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "svc", "step_name": "svc"}}]
18298
verbose
false
18298
add_indicator
false
17407
copy
true
17407
fill_value
null
17407
missing_values
NaN
17407
strategy
"most_frequent"
17407
verbose
0
17407
n_jobs
null
18299
remainder
"drop"
18299
sparse_threshold
0.3
18299
transformer_weights
null
18299
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "num", "step_name": "num", "argument_1": [false, true, false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, true, true, false, true, true, true, true, true, true, true, true, true, true, true, true, true, false, true, false]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "cat", "step_name": "cat", "argument_1": [true, false, true, true, true, true, true, true, true, true, true, true, true, true, false, true, true, true, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, true, false, true]}}]
18299
verbose
false
18299
memory
null
18300
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}]
18300
verbose
false
18300
copy
true
17405
with_mean
true
17405
with_std
true
17405
memory
null
18301
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}]
18301
verbose
false
18301
categorical_features
null
17408
categories
null
17408
drop
null
17408
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
17408
handle_unknown
"ignore"
17408
n_values
null
17408
sparse
true
17408
C
86.04139203556576
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cache_size
200
17495
class_weight
null
17495
coef0
0.0
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decision_function_shape
"ovr"
17495
degree
3
17495
gamma
0.005047142445217977
17495
kernel
"rbf"
17495
max_iter
-1
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probability
true
17495
random_state
1
17495
shrinking
true
17495
tol
0.001
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verbose
false
17495
openml-python
Sklearn_0.21.2.
usercpu_time_millis_training
254.1940000000409
usercpu_time_millis_training
228.94999999999754
usercpu_time_millis_training
240.76800000000276
usercpu_time_millis_training
241.90000000004375
usercpu_time_millis_training
243.83000000000266
usercpu_time_millis_training
247.33800000001338
usercpu_time_millis_training
246.0320000000138
usercpu_time_millis_training
239.8719999999912
usercpu_time_millis_training
238.57000000003836
usercpu_time_millis_training
233.978000000036
wall_clock_time_millis_training
127.25710868835449
wall_clock_time_millis_training
114.74609375
wall_clock_time_millis_training
120.8038330078125
wall_clock_time_millis_training
122.12085723876953
wall_clock_time_millis_training
122.27201461791992
wall_clock_time_millis_training
124.06206130981445
wall_clock_time_millis_training
123.39925765991211
wall_clock_time_millis_training
120.28908729553223
wall_clock_time_millis_training
120.15008926391602
wall_clock_time_millis_training
119.07315254211426
usercpu_time_millis_testing
8.537999999987278
usercpu_time_millis_testing
8.79000000003316
usercpu_time_millis_testing
8.84400000001051
usercpu_time_millis_testing
8.848000000000411
usercpu_time_millis_testing
8.739999999988868
usercpu_time_millis_testing
8.707999999955973
usercpu_time_millis_testing
8.851999999990312
usercpu_time_millis_testing
8.706000000017866
usercpu_time_millis_testing
9.70599999999422
usercpu_time_millis_testing
8.682000000021617
usercpu_time_millis
262.73200000002817
usercpu_time_millis
237.7400000000307
usercpu_time_millis
249.61200000001327
usercpu_time_millis
250.74800000004416
usercpu_time_millis
252.56999999999152
usercpu_time_millis
256.04599999996935
usercpu_time_millis
254.8840000000041
usercpu_time_millis
248.57800000000907
usercpu_time_millis
248.27600000003258
usercpu_time_millis
242.6600000000576
wall_clock_time_millis_testing
4.276275634765625
wall_clock_time_millis_testing
4.398822784423828
wall_clock_time_millis_testing
4.528045654296875
wall_clock_time_millis_testing
4.429101943969727
wall_clock_time_millis_testing
4.382133483886719
wall_clock_time_millis_testing
4.358768463134766
wall_clock_time_millis_testing
4.440784454345703
wall_clock_time_millis_testing
4.356861114501953
wall_clock_time_millis_testing
13.849020004272461
wall_clock_time_millis_testing
4.391908645629883
wall_clock_time_millis
131.53338432312012
wall_clock_time_millis
119.14491653442383
wall_clock_time_millis
125.33187866210938
wall_clock_time_millis
126.54995918273926
wall_clock_time_millis
126.65414810180664
wall_clock_time_millis
128.42082977294922
wall_clock_time_millis
127.84004211425781
wall_clock_time_millis
124.64594841003418
wall_clock_time_millis
133.99910926818848
wall_clock_time_millis
123.46506118774414
predictive_accuracy
0.8703703703703703
predictive_accuracy
0.7962962962962963
predictive_accuracy
0.9259259259259259
predictive_accuracy
0.7962962962962963
predictive_accuracy
0.8333333333333334
predictive_accuracy
0.7777777777777778
predictive_accuracy
0.8888888888888888
predictive_accuracy
0.7592592592592593
predictive_accuracy
0.9259259259259259
predictive_accuracy
0.7962962962962963