3954
19157
Python_3.7.7. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3.
memory
null
19157
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"}}]
19157
verbose
false
19157
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
19158
class_weight
null
19158
dual
false
19158
fit_intercept
true
19158
intercept_scaling
1
19158
l1_ratio
null
19158
max_iter
5000
19158
multi_class
"auto"
19158
n_jobs
null
19158
penalty
"l2"
19158
random_state
0
19158
solver
"lbfgs"
19158
tol
0.0001
19158
verbose
0
19158
warm_start
false
19158
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
125.0
usercpu_time_millis_training
125.0
usercpu_time_millis_training
78.125
usercpu_time_millis_training
78.125
usercpu_time_millis_training
156.25
usercpu_time_millis_training
78.125
usercpu_time_millis_training
93.75
usercpu_time_millis_training
78.125
usercpu_time_millis_training
78.125
usercpu_time_millis_training
109.375
wall_clock_time_millis_training
84.97118949890137
wall_clock_time_millis_training
115.93103408813477
wall_clock_time_millis_training
85.95108985900879
wall_clock_time_millis_training
87.36562728881836
wall_clock_time_millis_training
91.97068214416504
wall_clock_time_millis_training
85.95561981201172
wall_clock_time_millis_training
88.95373344421387
wall_clock_time_millis_training
85.6778621673584
wall_clock_time_millis_training
87.94951438903809
wall_clock_time_millis_training
86.1203670501709
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0.0
usercpu_time_millis
125.0
usercpu_time_millis
125.0
usercpu_time_millis
78.125
usercpu_time_millis
93.75
usercpu_time_millis
156.25
usercpu_time_millis
78.125
usercpu_time_millis
93.75
usercpu_time_millis
78.125
usercpu_time_millis
93.75
usercpu_time_millis
109.375
wall_clock_time_millis_testing
2.9785633087158203
wall_clock_time_millis_testing
8.995294570922852
wall_clock_time_millis_testing
2.9997825622558594
wall_clock_time_millis_testing
1.9989013671875
wall_clock_time_millis_testing
2.9981136322021484
wall_clock_time_millis_testing
2.989530563354492
wall_clock_time_millis_testing
1.9986629486083984
wall_clock_time_millis_testing
2.995014190673828
wall_clock_time_millis_testing
1.9969940185546875
wall_clock_time_millis_testing
2.997875213623047
wall_clock_time_millis
87.94975280761719
wall_clock_time_millis
124.92632865905762
wall_clock_time_millis
88.95087242126465
wall_clock_time_millis
89.36452865600586
wall_clock_time_millis
94.96879577636719
wall_clock_time_millis
88.94515037536621
wall_clock_time_millis
90.95239639282227
wall_clock_time_millis
88.67287635803223
wall_clock_time_millis
89.94650840759277
wall_clock_time_millis
89.11824226379395
predictive_accuracy
0.7928496319663512
predictive_accuracy
0.7860147213459516
predictive_accuracy
0.7928496319663512
predictive_accuracy
0.7949526813880127
predictive_accuracy
0.8023133543638276
predictive_accuracy
0.7928496319663512
predictive_accuracy
0.7807570977917981
predictive_accuracy
0.7912723449001051
predictive_accuracy
0.7960042060988434
predictive_accuracy
0.7765509989484752