14965
16374
memory
null
16374
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"}}]
16374
verbose
false
16374
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
n_jobs
null
16375
remainder
"drop"
16375
sparse_threshold
0.3
16375
transformer_weights
null
16375
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "num", "step_name": "num", "argument_1": [true, false, false, false, false, true, false, false, false, true, false, true, true, true, true, false]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "cat", "step_name": "cat", "argument_1": [false, true, true, true, true, false, true, true, true, false, true, false, false, false, false, true]}}]
16375
verbose
false
16375
memory
null
16376
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}]
16376
verbose
false
16376
copy
true
13294
with_mean
true
13294
with_std
true
13294
memory
null
16377
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}]
16377
verbose
false
16377
categorical_features
null
16348
categories
null
16348
drop
null
16348
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
16348
handle_unknown
"ignore"
16348
n_values
null
16348
sparse
true
16348
C
39.580035211052945
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.0
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
0.016291886965915506
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
1
13389
shrinking
true
13389
tol
0.001
13389
verbose
false
13389
openml-python
Sklearn_0.21.2.
usercpu_time_millis_training
114150.71593198809
usercpu_time_millis_training
111950.85724900127
usercpu_time_millis_training
110952.00464499067
usercpu_time_millis_training
112194.87709802343
usercpu_time_millis_training
116683.5359329998
usercpu_time_millis_training
110894.58592201117
usercpu_time_millis_training
112096.34590201313
usercpu_time_millis_training
112779.12048899452
usercpu_time_millis_training
110777.9859220027
usercpu_time_millis_training
113911.05157698621
wall_clock_time_millis_training
114323.73046875
wall_clock_time_millis_training
112103.8613319397
wall_clock_time_millis_training
110952.36349105835
wall_clock_time_millis_training
112342.61894226074
wall_clock_time_millis_training
117176.11837387085
wall_clock_time_millis_training
111212.80884742737
wall_clock_time_millis_training
112348.3636379242
wall_clock_time_millis_training
113291.12029075623
wall_clock_time_millis_training
111089.3919467926
wall_clock_time_millis_training
114078.22370529175
usercpu_time_millis_testing
3624.3498160038143
usercpu_time_millis_testing
3624.3681389896665
usercpu_time_millis_testing
3636.9799060048535
usercpu_time_millis_testing
3614.61787801818
usercpu_time_millis_testing
3650.1816179952584
usercpu_time_millis_testing
3600.654065987328
usercpu_time_millis_testing
3608.838962012669
usercpu_time_millis_testing
3648.0335030064452
usercpu_time_millis_testing
3646.640878985636
usercpu_time_millis_testing
3650.6696799769998
usercpu_time_millis
117775.0657479919
usercpu_time_millis
115575.22538799094
usercpu_time_millis
114588.98455099552
usercpu_time_millis
115809.4949760416
usercpu_time_millis
120333.71755099506
usercpu_time_millis
114495.2399879985
usercpu_time_millis
115705.1848640258
usercpu_time_millis
116427.15399200097
usercpu_time_millis
114424.62680098834
usercpu_time_millis
117561.72125696321
wall_clock_time_millis_testing
3624.5975494384766
wall_clock_time_millis_testing
3624.3958473205566
wall_clock_time_millis_testing
3637.006998062134
wall_clock_time_millis_testing
3614.651918411255
wall_clock_time_millis_testing
3650.8147716522217
wall_clock_time_millis_testing
3601.2415885925293
wall_clock_time_millis_testing
3609.4460487365723
wall_clock_time_millis_testing
3648.6427783966064
wall_clock_time_millis_testing
3647.371292114258
wall_clock_time_millis_testing
3651.0863304138184
wall_clock_time_millis
117948.32801818848
wall_clock_time_millis
115728.25717926025
wall_clock_time_millis
114589.37048912048
wall_clock_time_millis
115957.270860672
wall_clock_time_millis
120826.93314552307
wall_clock_time_millis
114814.0504360199
wall_clock_time_millis
115957.80968666077
wall_clock_time_millis
116939.76306915283
wall_clock_time_millis
114736.76323890686
wall_clock_time_millis
117729.31003570557
predictive_accuracy
0.9064573197700133
predictive_accuracy
0.9024552090245521
predictive_accuracy
0.9075425790754258
predictive_accuracy
0.9075425790754258
predictive_accuracy
0.9064366290643663
predictive_accuracy
0.9040035390400354
predictive_accuracy
0.9002433090024331
predictive_accuracy
0.90687900906879
predictive_accuracy
0.9119663791196638
predictive_accuracy
0.9082061490820615