18
19165
Python_3.7.7. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3.
memory
null
19165
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "numerical", "step_name": "numerical"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "model", "step_name": "model"}}]
19165
verbose
false
19165
memory
null
19156
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "Imputer", "step_name": "Imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "scaler", "step_name": "scaler"}}]
19156
verbose
false
19156
add_indicator
false
19084
copy
true
19084
fill_value
null
19084
missing_values
NaN
19084
strategy
"mean"
19084
verbose
0
19084
copy
true
19075
with_mean
true
19075
with_std
true
19075
C
1.0
19166
break_ties
false
19166
cache_size
200
19166
class_weight
null
19166
coef0
0.0
19166
decision_function_shape
"ovr"
19166
degree
3
19166
gamma
"scale"
19166
kernel
"rbf"
19166
max_iter
-1
19166
probability
false
19166
random_state
0
19166
shrinking
true
19166
tol
0.001
19166
verbose
false
19166
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
46.875
usercpu_time_millis_training
46.875
usercpu_time_millis_training
62.5
usercpu_time_millis_training
46.875
usercpu_time_millis_training
62.5
usercpu_time_millis_training
46.875
usercpu_time_millis_training
46.875
usercpu_time_millis_training
46.875
usercpu_time_millis_training
62.5
usercpu_time_millis_training
46.875
wall_clock_time_millis_training
48.99001121520996
wall_clock_time_millis_training
50.96888542175293
wall_clock_time_millis_training
50.969600677490234
wall_clock_time_millis_training
49.94797706604004
wall_clock_time_millis_training
61.98596954345703
wall_clock_time_millis_training
52.94919013977051
wall_clock_time_millis_training
50.96936225891113
wall_clock_time_millis_training
52.96754837036133
wall_clock_time_millis_training
51.96857452392578
wall_clock_time_millis_training
51.98860168457031
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
31.25
usercpu_time_millis
78.125
usercpu_time_millis
78.125
usercpu_time_millis
78.125
usercpu_time_millis
78.125
usercpu_time_millis
93.75
usercpu_time_millis
78.125
usercpu_time_millis
78.125
usercpu_time_millis
78.125
usercpu_time_millis
93.75
usercpu_time_millis
78.125
wall_clock_time_millis_testing
30.982494354248047
wall_clock_time_millis_testing
32.958269119262695
wall_clock_time_millis_testing
28.98263931274414
wall_clock_time_millis_testing
28.982877731323242
wall_clock_time_millis_testing
30.959606170654297
wall_clock_time_millis_testing
31.002044677734375
wall_clock_time_millis_testing
29.98208999633789
wall_clock_time_millis_testing
30.98297119140625
wall_clock_time_millis_testing
29.982566833496094
wall_clock_time_millis_testing
30.981779098510742
wall_clock_time_millis
79.97250556945801
wall_clock_time_millis
83.92715454101562
wall_clock_time_millis
79.95223999023438
wall_clock_time_millis
78.93085479736328
wall_clock_time_millis
92.94557571411133
wall_clock_time_millis
83.95123481750488
wall_clock_time_millis
80.95145225524902
wall_clock_time_millis
83.95051956176758
wall_clock_time_millis
81.95114135742188
wall_clock_time_millis
82.97038078308105
predictive_accuracy
0.7
predictive_accuracy
0.685
predictive_accuracy
0.695
predictive_accuracy
0.72
predictive_accuracy
0.73
predictive_accuracy
0.745
predictive_accuracy
0.715
predictive_accuracy
0.735
predictive_accuracy
0.715
predictive_accuracy
0.72