49
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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": "onehotencoder", "step_name": "onehotencoder"}}, {"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
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fill_value
null
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missing_values
NaN
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strategy
"most_frequent"
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verbose
0
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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
16365
C
0.38559962233936546
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cache_size
200
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class_weight
null
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coef0
0.08722972305625087
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decision_function_shape
"ovr"
16360
degree
3
16360
gamma
7.521110541330819
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kernel
"rbf"
16360
max_iter
-1
16360
probability
false
16360
random_state
1
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shrinking
true
16360
tol
0.001
16360
verbose
false
16360
openml-python
Sklearn_0.21.2.
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129.5219999992696
usercpu_time_millis_training
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usercpu_time_millis_training
127.97199999840814
usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
129.88400000176625
usercpu_time_millis_training
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usercpu_time_millis_training
158.47800000119605
usercpu_time_millis_training
170.61800000010408
wall_clock_time_millis_training
64.91708755493164
wall_clock_time_millis_training
64.78500366210938
wall_clock_time_millis_training
64.21184539794922
wall_clock_time_millis_training
68.6500072479248
wall_clock_time_millis_training
65.5660629272461
wall_clock_time_millis_training
68.25113296508789
wall_clock_time_millis_training
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wall_clock_time_millis_training
67.76714324951172
wall_clock_time_millis_training
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wall_clock_time_millis_training
102.34904289245605
usercpu_time_millis_testing
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usercpu_time_millis_testing
14.033999999810476
usercpu_time_millis_testing
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usercpu_time_millis_testing
12.89800000085961
usercpu_time_millis_testing
12.967999999091262
usercpu_time_millis_testing
13.618000000860775
usercpu_time_millis_testing
18.212000002677087
usercpu_time_millis_testing
18.64199999909033
usercpu_time_millis_testing
23.421999998390675
usercpu_time_millis_testing
20.725999998830957
usercpu_time_millis
144.62600000115344
usercpu_time_millis
142.80800000051386
usercpu_time_millis
142.22399999925983
usercpu_time_millis
144.1160000031232
usercpu_time_millis
143.91799999793875
usercpu_time_millis
148.801999999705
usercpu_time_millis
148.09600000444334
usercpu_time_millis
152.52999999938766
usercpu_time_millis
181.89999999958673
usercpu_time_millis
191.34399999893503
wall_clock_time_millis_testing
7.725715637207031
wall_clock_time_millis_testing
7.046937942504883
wall_clock_time_millis_testing
7.146120071411133
wall_clock_time_millis_testing
6.4697265625
wall_clock_time_millis_testing
6.501197814941406
wall_clock_time_millis_testing
6.819963455200195
wall_clock_time_millis_testing
9.14907455444336
wall_clock_time_millis_testing
9.34290885925293
wall_clock_time_millis_testing
15.47694206237793
wall_clock_time_millis_testing
12.061834335327148
wall_clock_time_millis
72.64280319213867
wall_clock_time_millis
71.83194160461426
wall_clock_time_millis
71.35796546936035
wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
75.07109642028809
wall_clock_time_millis
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wall_clock_time_millis
77.11005210876465
wall_clock_time_millis
114.0739917755127
wall_clock_time_millis
114.4108772277832
predictive_accuracy
0.65625
predictive_accuracy
0.65625
predictive_accuracy
0.65625
predictive_accuracy
0.65625
predictive_accuracy
0.65625
predictive_accuracy
0.65625
predictive_accuracy
0.6458333333333334
predictive_accuracy
0.6458333333333334
predictive_accuracy
0.6526315789473685
predictive_accuracy
0.6526315789473685