49
16366
memory
null
16366
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"}}]
16366
verbose
false
16366
add_indicator
false
16358
copy
true
16358
fill_value
null
16358
missing_values
NaN
16358
strategy
"most_frequent"
16358
verbose
0
16358
categorical_features
null
16365
categories
null
16365
drop
null
16365
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
16365
handle_unknown
"ignore"
16365
n_values
null
16365
sparse
true
16365
C
86.04139203556576
16360
cache_size
200
16360
class_weight
null
16360
coef0
0.0
16360
decision_function_shape
"ovr"
16360
degree
3
16360
gamma
0.005047142445217977
16360
kernel
"rbf"
16360
max_iter
-1
16360
probability
false
16360
random_state
1
16360
shrinking
true
16360
tol
0.001
16360
verbose
false
16360
openml-python
Sklearn_0.21.2.
usercpu_time_millis_training
512.5159999988682
usercpu_time_millis_training
620.7780000004277
usercpu_time_millis_training
621.1760000005597
usercpu_time_millis_training
562.4580000003334
usercpu_time_millis_training
582.7419999986887
usercpu_time_millis_training
576.7640000012761
usercpu_time_millis_training
598.0340000023716
usercpu_time_millis_training
518.7960000002931
usercpu_time_millis_training
521.206000001257
usercpu_time_millis_training
572.6880000001984
wall_clock_time_millis_training
273.3800411224365
wall_clock_time_millis_training
333.2831859588623
wall_clock_time_millis_training
445.71805000305176
wall_clock_time_millis_training
395.17784118652344
wall_clock_time_millis_training
454.2200565338135
wall_clock_time_millis_training
403.46503257751465
wall_clock_time_millis_training
364.2287254333496
wall_clock_time_millis_training
324.7249126434326
wall_clock_time_millis_training
317.429780960083
wall_clock_time_millis_training
352.3550033569336
usercpu_time_millis_testing
8.004000002983958
usercpu_time_millis_testing
6.584000002476387
usercpu_time_millis_testing
8.537999998225132
usercpu_time_millis_testing
9.880000001430744
usercpu_time_millis_testing
12.023999999655643
usercpu_time_millis_testing
8.602000001701526
usercpu_time_millis_testing
10.328000000299653
usercpu_time_millis_testing
14.669999996840488
usercpu_time_millis_testing
6.83000000208267
usercpu_time_millis_testing
8.862000002409332
usercpu_time_millis
520.5200000018522
usercpu_time_millis
627.3620000029041
usercpu_time_millis
629.7139999987849
usercpu_time_millis
572.3380000017642
usercpu_time_millis
594.7659999983443
usercpu_time_millis
585.3660000029777
usercpu_time_millis
608.3620000026713
usercpu_time_millis
533.4659999971336
usercpu_time_millis
528.0360000033397
usercpu_time_millis
581.5500000026077
wall_clock_time_millis_testing
4.012823104858398
wall_clock_time_millis_testing
3.2968521118164062
wall_clock_time_millis_testing
4.668951034545898
wall_clock_time_millis_testing
5.948066711425781
wall_clock_time_millis_testing
6.459712982177734
wall_clock_time_millis_testing
5.897998809814453
wall_clock_time_millis_testing
6.435871124267578
wall_clock_time_millis_testing
8.801937103271484
wall_clock_time_millis_testing
3.451108932495117
wall_clock_time_millis_testing
6.704807281494141
wall_clock_time_millis
277.3928642272949
wall_clock_time_millis
336.5800380706787
wall_clock_time_millis
450.38700103759766
wall_clock_time_millis
401.1259078979492
wall_clock_time_millis
460.6797695159912
wall_clock_time_millis
409.3630313873291
wall_clock_time_millis
370.6645965576172
wall_clock_time_millis
333.5268497467041
wall_clock_time_millis
320.8808898925781
wall_clock_time_millis
359.05981063842773
predictive_accuracy
0.9583333333333334
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
0.9791666666666666
predictive_accuracy
0.9895833333333334
predictive_accuracy
0.9791666666666666
predictive_accuracy
0.9791666666666666
predictive_accuracy
0.9791666666666666
predictive_accuracy
0.9789473684210527
predictive_accuracy
0.9894736842105263