9971
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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": [true, false, true, true, 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, 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
126.01836378200282
17495
cache_size
200
17495
class_weight
null
17495
coef0
-0.29389563974752275
17495
decision_function_shape
"ovr"
17495
degree
2
17495
gamma
0.1324591300630764
17495
kernel
"rbf"
17495
max_iter
-1
17495
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
185.08199999996577
usercpu_time_millis_training
176.8219999999019
usercpu_time_millis_training
163.46999999996115
usercpu_time_millis_training
164.2239999996491
usercpu_time_millis_training
159.15199999972174
usercpu_time_millis_training
160.53599999986545
usercpu_time_millis_training
171.3239999999132
usercpu_time_millis_training
166.61999999996624
usercpu_time_millis_training
170.43800000010378
usercpu_time_millis_training
168.92600000028324
wall_clock_time_millis_training
93.45102310180664
wall_clock_time_millis_training
89.96415138244629
wall_clock_time_millis_training
82.50021934509277
wall_clock_time_millis_training
84.23304557800293
wall_clock_time_millis_training
81.32505416870117
wall_clock_time_millis_training
81.19487762451172
wall_clock_time_millis_training
86.29202842712402
wall_clock_time_millis_training
83.80961418151855
wall_clock_time_millis_training
87.84699440002441
wall_clock_time_millis_training
84.97285842895508
usercpu_time_millis_testing
3.005999999913911
usercpu_time_millis_testing
2.783999999792286
usercpu_time_millis_testing
2.8479999996307015
usercpu_time_millis_testing
2.821999999923719
usercpu_time_millis_testing
3.0719999999746506
usercpu_time_millis_testing
2.621999999973923
usercpu_time_millis_testing
2.9200000003584137
usercpu_time_millis_testing
3.343999999742664
usercpu_time_millis_testing
2.813999999943917
usercpu_time_millis_testing
2.85200000007535
usercpu_time_millis
188.08799999987968
usercpu_time_millis
179.60599999969418
usercpu_time_millis
166.31799999959185
usercpu_time_millis
167.0459999995728
usercpu_time_millis
162.2239999996964
usercpu_time_millis
163.15799999983938
usercpu_time_millis
174.24400000027163
usercpu_time_millis
169.9639999997089
usercpu_time_millis
173.2520000000477
usercpu_time_millis
171.7780000003586
wall_clock_time_millis_testing
1.569986343383789
wall_clock_time_millis_testing
1.401662826538086
wall_clock_time_millis_testing
1.463174819946289
wall_clock_time_millis_testing
1.4138221740722656
wall_clock_time_millis_testing
1.6150474548339844
wall_clock_time_millis_testing
1.313924789428711
wall_clock_time_millis_testing
1.46484375
wall_clock_time_millis_testing
1.706838607788086
wall_clock_time_millis_testing
1.4111995697021484
wall_clock_time_millis_testing
1.4300346374511719
wall_clock_time_millis
95.02100944519043
wall_clock_time_millis
91.36581420898438
wall_clock_time_millis
83.96339416503906
wall_clock_time_millis
85.6468677520752
wall_clock_time_millis
82.94010162353516
wall_clock_time_millis
82.50880241394043
wall_clock_time_millis
87.75687217712402
wall_clock_time_millis
85.51645278930664
wall_clock_time_millis
89.25819396972656
wall_clock_time_millis
86.40289306640625
predictive_accuracy
0.5932203389830508
predictive_accuracy
0.6610169491525424
predictive_accuracy
0.6779661016949152
predictive_accuracy
0.6724137931034483
predictive_accuracy
0.7068965517241379
predictive_accuracy
0.6551724137931034
predictive_accuracy
0.7413793103448276
predictive_accuracy
0.7068965517241379
predictive_accuracy
0.7241379310344828
predictive_accuracy
0.7758620689655172