59
19174
Python_3.7.7. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3.
memory
null
19174
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"}}]
19174
verbose
false
19174
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
categorical_features
null
19175
early_stopping
"auto"
19175
l2_regularization
0.0
19175
learning_rate
0.1
19175
loss
"auto"
19175
max_bins
255
19175
max_depth
null
19175
max_iter
100
19175
max_leaf_nodes
31
19175
min_samples_leaf
20
19175
monotonic_cst
null
19175
n_iter_no_change
10
19175
random_state
0
19175
scoring
"loss"
19175
tol
1e-07
19175
validation_fraction
0.1
19175
verbose
0
19175
warm_start
false
19175
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
1468.75
usercpu_time_millis_training
1703.125
usercpu_time_millis_training
1703.125
usercpu_time_millis_training
1468.75
usercpu_time_millis_training
1812.5
usercpu_time_millis_training
1390.625
usercpu_time_millis_training
1859.375
usercpu_time_millis_training
1625.0
usercpu_time_millis_training
1437.5
usercpu_time_millis_training
1734.375
wall_clock_time_millis_training
546.6873645782471
wall_clock_time_millis_training
533.6940288543701
wall_clock_time_millis_training
548.68483543396
wall_clock_time_millis_training
534.693717956543
wall_clock_time_millis_training
568.6743259429932
wall_clock_time_millis_training
533.6940288543701
wall_clock_time_millis_training
599.6561050415039
wall_clock_time_millis_training
533.6940288543701
wall_clock_time_millis_training
545.687198638916
wall_clock_time_millis_training
540.6906604766846
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
62.5
usercpu_time_millis
1500.0
usercpu_time_millis
1765.625
usercpu_time_millis
1750.0
usercpu_time_millis
1515.625
usercpu_time_millis
1812.5
usercpu_time_millis
1421.875
usercpu_time_millis
1921.875
usercpu_time_millis
1671.875
usercpu_time_millis
1484.375
usercpu_time_millis
1796.875
wall_clock_time_millis_testing
16.989469528198242
wall_clock_time_millis_testing
14.991283416748047
wall_clock_time_millis_testing
14.992237091064453
wall_clock_time_millis_testing
14.992713928222656
wall_clock_time_millis_testing
14.991521835327148
wall_clock_time_millis_testing
17.9901123046875
wall_clock_time_millis_testing
15.990018844604492
wall_clock_time_millis_testing
13.991117477416992
wall_clock_time_millis_testing
14.992237091064453
wall_clock_time_millis_testing
14.990568161010742
wall_clock_time_millis
563.6768341064453
wall_clock_time_millis
548.6853122711182
wall_clock_time_millis
563.6770725250244
wall_clock_time_millis
549.6864318847656
wall_clock_time_millis
583.6658477783203
wall_clock_time_millis
551.6841411590576
wall_clock_time_millis
615.6461238861084
wall_clock_time_millis
547.6851463317871
wall_clock_time_millis
560.6794357299805
wall_clock_time_millis
555.6812286376953
predictive_accuracy
0.9333333333333333
predictive_accuracy
1.0
predictive_accuracy
0.9333333333333333
predictive_accuracy
0.9333333333333333
predictive_accuracy
1.0
predictive_accuracy
0.9333333333333333
predictive_accuracy
1.0
predictive_accuracy
0.8666666666666667
predictive_accuracy
0.9333333333333333
predictive_accuracy
1.0