3022
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, false, true, true, true, true, true, true, true, true, true, true]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "cat", "step_name": "cat", "argument_1": [true, true, false, false, false, false, false, false, false, false, false, false]}}]
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
499.4071520995918
17495
cache_size
200
17495
class_weight
null
17495
coef0
-0.42285418121983054
17495
decision_function_shape
"ovr"
17495
degree
1
17495
gamma
0.0002597505800514058
17495
kernel
"poly"
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max_iter
-1
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probability
true
17495
random_state
1
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shrinking
true
17495
tol
0.001
17495
verbose
false
17495
openml-python
Sklearn_0.21.2.
usercpu_time_millis_training
203.6459999999991
usercpu_time_millis_training
202.44399999999985
usercpu_time_millis_training
204.47200000000265
usercpu_time_millis_training
203.58400000000643
usercpu_time_millis_training
202.82399999999967
usercpu_time_millis_training
202.9020000000017
usercpu_time_millis_training
202.3280000000014
usercpu_time_millis_training
200.13000000000147
usercpu_time_millis_training
202.66199999999657
usercpu_time_millis_training
203.4360000000035
wall_clock_time_millis_training
102.51379013061523
wall_clock_time_millis_training
101.20296478271484
wall_clock_time_millis_training
102.70214080810547
wall_clock_time_millis_training
102.15401649475098
wall_clock_time_millis_training
101.72581672668457
wall_clock_time_millis_training
101.76801681518555
wall_clock_time_millis_training
101.4108657836914
wall_clock_time_millis_training
100.24118423461914
wall_clock_time_millis_training
102.29825973510742
wall_clock_time_millis_training
101.96709632873535
usercpu_time_millis_testing
7.545999999997832
usercpu_time_millis_testing
6.855999999999085
usercpu_time_millis_testing
7.072000000000855
usercpu_time_millis_testing
6.8419999999989045
usercpu_time_millis_testing
7.131999999998584
usercpu_time_millis_testing
6.818000000002655
usercpu_time_millis_testing
6.568000000001462
usercpu_time_millis_testing
6.834000000004892
usercpu_time_millis_testing
6.701999999997099
usercpu_time_millis_testing
7.061999999997681
usercpu_time_millis
211.19199999999694
usercpu_time_millis
209.29999999999893
usercpu_time_millis
211.5440000000035
usercpu_time_millis
210.42600000000533
usercpu_time_millis
209.95599999999826
usercpu_time_millis
209.72000000000435
usercpu_time_millis
208.89600000000286
usercpu_time_millis
206.96400000000637
usercpu_time_millis
209.36399999999367
usercpu_time_millis
210.49800000000118
wall_clock_time_millis_testing
3.812074661254883
wall_clock_time_millis_testing
3.4317970275878906
wall_clock_time_millis_testing
3.5660266876220703
wall_clock_time_millis_testing
3.426074981689453
wall_clock_time_millis_testing
3.607034683227539
wall_clock_time_millis_testing
3.4122467041015625
wall_clock_time_millis_testing
3.2889842987060547
wall_clock_time_millis_testing
3.423929214477539
wall_clock_time_millis_testing
3.355264663696289
wall_clock_time_millis_testing
3.545999526977539
wall_clock_time_millis
106.32586479187012
wall_clock_time_millis
104.63476181030273
wall_clock_time_millis
106.26816749572754
wall_clock_time_millis
105.58009147644043
wall_clock_time_millis
105.33285140991211
wall_clock_time_millis
105.18026351928711
wall_clock_time_millis
104.69985008239746
wall_clock_time_millis
103.66511344909668
wall_clock_time_millis
105.65352439880371
wall_clock_time_millis
105.51309585571289
predictive_accuracy
0.8686868686868687
predictive_accuracy
0.8080808080808081
predictive_accuracy
0.8686868686868687
predictive_accuracy
0.8282828282828283
predictive_accuracy
0.8080808080808081
predictive_accuracy
0.8080808080808081
predictive_accuracy
0.9090909090909091
predictive_accuracy
0.8080808080808081
predictive_accuracy
0.7575757575757576
predictive_accuracy
0.7878787878787878