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"}}]
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verbose
false
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add_indicator
false
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copy
true
12737
fill_value
null
12737
missing_values
NaN
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strategy
"most_frequent"
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verbose
0
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n_jobs
null
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remainder
"drop"
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sparse_threshold
0.3
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transformer_weights
null
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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
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memory
null
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steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}]
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verbose
false
16376
copy
true
13294
with_mean
true
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with_std
true
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memory
null
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steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}]
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verbose
false
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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
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C
24.914879698244018
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cache_size
200
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class_weight
null
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coef0
-0.4493437243447289
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decision_function_shape
"ovr"
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degree
1
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gamma
0.09788693771469986
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kernel
"poly"
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max_iter
-1
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probability
false
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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
13389
openml-python
Sklearn_0.21.2.
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134519.5067129971
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usercpu_time_millis_training
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133909.20657000242
usercpu_time_millis_training
135513.26067899936
usercpu_time_millis_training
141758.47907800198
wall_clock_time_millis_training
134598.05583953857
wall_clock_time_millis_training
137273.36382865906
wall_clock_time_millis_training
132967.33570098877
wall_clock_time_millis_training
134198.53734970093
wall_clock_time_millis_training
104501.77073478699
wall_clock_time_millis_training
134345.805644989
wall_clock_time_millis_training
137279.96444702148
wall_clock_time_millis_training
133910.1173877716
wall_clock_time_millis_training
135514.01734352112
wall_clock_time_millis_training
141840.2967453003
usercpu_time_millis_testing
3513.911572001234
usercpu_time_millis_testing
3554.8106290007127
usercpu_time_millis_testing
3400.65447500092
usercpu_time_millis_testing
3441.345642997476
usercpu_time_millis_testing
1881.0265580032137
usercpu_time_millis_testing
3438.599957000406
usercpu_time_millis_testing
3569.9444950005272
usercpu_time_millis_testing
3491.325681003218
usercpu_time_millis_testing
3363.766710004711
usercpu_time_millis_testing
3503.5739980012295
usercpu_time_millis
138033.41828499833
usercpu_time_millis
140827.25517200015
usercpu_time_millis
136366.84099900594
usercpu_time_millis
137639.06185999804
usercpu_time_millis
106381.97201700677
usercpu_time_millis
137783.15775199735
usercpu_time_millis
140848.60442599893
usercpu_time_millis
137400.53225100564
usercpu_time_millis
138877.02738900407
usercpu_time_millis
145262.0530760032
wall_clock_time_millis_testing
3515.9709453582764
wall_clock_time_millis_testing
3554.858446121216
wall_clock_time_millis_testing
3400.6965160369873
wall_clock_time_millis_testing
3441.3914680480957
wall_clock_time_millis_testing
1881.0484409332275
wall_clock_time_millis_testing
3438.6370182037354
wall_clock_time_millis_testing
3569.977045059204
wall_clock_time_millis_testing
3491.3673400878906
wall_clock_time_millis_testing
3363.816499710083
wall_clock_time_millis_testing
3505.6893825531006
wall_clock_time_millis
138114.02678489685
wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
137639.92881774902
wall_clock_time_millis
106382.81917572021
wall_clock_time_millis
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140849.9414920807
wall_clock_time_millis
137401.4847278595
wall_clock_time_millis
138877.8338432312
wall_clock_time_millis
145345.9861278534
predictive_accuracy
0.7605913503971756
predictive_accuracy
0.7612533097969991
predictive_accuracy
0.748179209887442
predictive_accuracy
0.7623041271242551
predictive_accuracy
0.7598764069741779
predictive_accuracy
0.7598764069741779
predictive_accuracy
0.7726771132200397
predictive_accuracy
0.7689251820790113
predictive_accuracy
0.7559037740013242
predictive_accuracy
0.7576693886559258