219
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memory
null
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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
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fill_value
null
17407
missing_values
NaN
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strategy
"most_frequent"
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verbose
0
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n_jobs
null
18299
remainder
"drop"
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sparse_threshold
0.3
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transformer_weights
null
18299
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "num", "step_name": "num", "argument_1": [true, false, true, true, true, true, true, true]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "cat", "step_name": "cat", "argument_1": [false, true, false, false, false, false, false, false]}}]
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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
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with_std
true
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memory
null
18301
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}]
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verbose
false
18301
categorical_features
null
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categories
null
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drop
null
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dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
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handle_unknown
"ignore"
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n_values
null
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sparse
true
17408
C
9947.045017657287
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cache_size
200
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class_weight
null
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coef0
0.13893166748012198
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decision_function_shape
"ovr"
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degree
2
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gamma
9.972833450436674e-05
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kernel
"poly"
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max_iter
-1
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probability
true
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random_state
1
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shrinking
true
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tol
0.001
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verbose
false
17495
openml-python
Sklearn_0.21.2.
usercpu_time_millis_training
331318.428
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330882.4200000004
usercpu_time_millis_training
330181.3940000002
usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
330144.3600000002
usercpu_time_millis_training
335994.47599999985
usercpu_time_millis_training
332694.3040000006
usercpu_time_millis_training
333686.3239999993
usercpu_time_millis_training
329067.1919999995
wall_clock_time_millis_training
168204.70905303955
wall_clock_time_millis_training
167762.4671459198
wall_clock_time_millis_training
167652.22883224487
wall_clock_time_millis_training
169154.86192703247
wall_clock_time_millis_training
167476.47380828857
wall_clock_time_millis_training
167530.85899353027
wall_clock_time_millis_training
170520.5090045929
wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
166911.49616241455
usercpu_time_millis_testing
2450.811999999587
usercpu_time_millis_testing
2413.610000000517
usercpu_time_millis_testing
2391.42400000037
usercpu_time_millis_testing
2490.523999999823
usercpu_time_millis_testing
2446.0280000002967
usercpu_time_millis_testing
2374.886000000515
usercpu_time_millis_testing
2408.7799999997515
usercpu_time_millis_testing
2458.5360000000946
usercpu_time_millis_testing
2414.46999999971
usercpu_time_millis_testing
2470.143999999891
usercpu_time_millis
333769.2399999996
usercpu_time_millis
333296.0300000009
usercpu_time_millis
332572.81800000055
usercpu_time_millis
335872.00200000004
usercpu_time_millis
332726.138
usercpu_time_millis
332519.24600000074
usercpu_time_millis
338403.2559999996
usercpu_time_millis
335152.84000000067
usercpu_time_millis
336100.79399999906
usercpu_time_millis
331537.3359999994
wall_clock_time_millis_testing
1239.5799160003662
wall_clock_time_millis_testing
1214.1690254211426
wall_clock_time_millis_testing
1209.5067501068115
wall_clock_time_millis_testing
1257.8117847442627
wall_clock_time_millis_testing
1240.0870323181152
wall_clock_time_millis_testing
1197.1099376678467
wall_clock_time_millis_testing
1222.1341133117676
wall_clock_time_millis_testing
1239.8338317871094
wall_clock_time_millis_testing
1213.456153869629
wall_clock_time_millis_testing
1243.3710098266602
wall_clock_time_millis
169444.28896903992
wall_clock_time_millis
168976.63617134094
wall_clock_time_millis
168861.73558235168
wall_clock_time_millis
170412.67371177673
wall_clock_time_millis
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wall_clock_time_millis
168727.96893119812
wall_clock_time_millis
171742.64311790466
wall_clock_time_millis
170207.30757713318
wall_clock_time_millis
170710.96420288086
wall_clock_time_millis
168154.8671722412
predictive_accuracy
0.7711827007943513
predictive_accuracy
0.7696381288614298
predictive_accuracy
0.7598764069741779
predictive_accuracy
0.7757669388655926
predictive_accuracy
0.7726771132200397
predictive_accuracy
0.7733392187155154
predictive_accuracy
0.782608695652174
predictive_accuracy
0.7770911498565438
predictive_accuracy
0.7689251820790113
predictive_accuracy
0.7788567645111455