146065
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
1750.0
usercpu_time_millis_training
1531.25
usercpu_time_millis_training
2250.0
usercpu_time_millis_training
1609.375
usercpu_time_millis_training
1921.875
usercpu_time_millis_training
1765.625
usercpu_time_millis_training
1546.875
usercpu_time_millis_training
1593.75
usercpu_time_millis_training
2203.125
usercpu_time_millis_training
2187.5
wall_clock_time_millis_training
603.6496162414551
wall_clock_time_millis_training
586.6644382476807
wall_clock_time_millis_training
587.6638889312744
wall_clock_time_millis_training
578.6666870117188
wall_clock_time_millis_training
606.6532135009766
wall_clock_time_millis_training
588.6621475219727
wall_clock_time_millis_training
594.6590900421143
wall_clock_time_millis_training
610.6512546539307
wall_clock_time_millis_training
598.6576080322266
wall_clock_time_millis_training
578.6683559417725
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
62.5
usercpu_time_millis
1796.875
usercpu_time_millis
1578.125
usercpu_time_millis
2250.0
usercpu_time_millis
1609.375
usercpu_time_millis
1921.875
usercpu_time_millis
1812.5
usercpu_time_millis
1546.875
usercpu_time_millis
1593.75
usercpu_time_millis
2265.625
usercpu_time_millis
2250.0
wall_clock_time_millis_testing
9.99593734741211
wall_clock_time_millis_testing
11.992692947387695
wall_clock_time_millis_testing
9.9945068359375
wall_clock_time_millis_testing
10.996103286743164
wall_clock_time_millis_testing
9.99307632446289
wall_clock_time_millis_testing
9.993791580200195
wall_clock_time_millis_testing
10.993719100952148
wall_clock_time_millis_testing
9.99307632446289
wall_clock_time_millis_testing
9.994745254516602
wall_clock_time_millis_testing
10.993003845214844
wall_clock_time_millis
613.6455535888672
wall_clock_time_millis
598.6571311950684
wall_clock_time_millis
597.6583957672119
wall_clock_time_millis
589.6627902984619
wall_clock_time_millis
616.6462898254395
wall_clock_time_millis
598.6559391021729
wall_clock_time_millis
605.6528091430664
wall_clock_time_millis
620.6443309783936
wall_clock_time_millis
608.6523532867432
wall_clock_time_millis
589.6613597869873
predictive_accuracy
0.9344262295081968
predictive_accuracy
0.9333333333333333
predictive_accuracy
0.9333333333333333
predictive_accuracy
0.9333333333333333
predictive_accuracy
0.9666666666666667
predictive_accuracy
0.9333333333333333
predictive_accuracy
0.95
predictive_accuracy
0.9833333333333333
predictive_accuracy
0.9333333333333333
predictive_accuracy
0.9