10101
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
2174
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
2562.5
usercpu_time_millis_training
2015.625
usercpu_time_millis_training
2250.0
usercpu_time_millis_training
2609.375
usercpu_time_millis_training
2000.0
usercpu_time_millis_training
1875.0
usercpu_time_millis_training
2562.5
usercpu_time_millis_training
2500.0
usercpu_time_millis_training
2265.625
usercpu_time_millis_training
2375.0
wall_clock_time_millis_training
724.581241607666
wall_clock_time_millis_training
759.5655918121338
wall_clock_time_millis_training
757.5662136077881
wall_clock_time_millis_training
737.5767230987549
wall_clock_time_millis_training
725.5856990814209
wall_clock_time_millis_training
734.5788478851318
wall_clock_time_millis_training
726.5830039978027
wall_clock_time_millis_training
720.5870151519775
wall_clock_time_millis_training
727.5831699371338
wall_clock_time_millis_training
722.585916519165
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
0.0
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_testing
46.875
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis
2562.5
usercpu_time_millis
2062.5
usercpu_time_millis
2250.0
usercpu_time_millis
2671.875
usercpu_time_millis
2046.875
usercpu_time_millis
1921.875
usercpu_time_millis
2625.0
usercpu_time_millis
2546.875
usercpu_time_millis
2265.625
usercpu_time_millis
2375.0
wall_clock_time_millis_testing
9.994268417358398
wall_clock_time_millis_testing
8.994340896606445
wall_clock_time_millis_testing
8.993864059448242
wall_clock_time_millis_testing
9.994029998779297
wall_clock_time_millis_testing
7.993936538696289
wall_clock_time_millis_testing
7.99560546875
wall_clock_time_millis_testing
8.994340896606445
wall_clock_time_millis_testing
9.993314743041992
wall_clock_time_millis_testing
8.994579315185547
wall_clock_time_millis_testing
9.994268417358398
wall_clock_time_millis
734.5755100250244
wall_clock_time_millis
768.5599327087402
wall_clock_time_millis
766.5600776672363
wall_clock_time_millis
747.5707530975342
wall_clock_time_millis
733.5796356201172
wall_clock_time_millis
742.5744533538818
wall_clock_time_millis
735.5773448944092
wall_clock_time_millis
730.5803298950195
wall_clock_time_millis
736.5777492523193
wall_clock_time_millis
732.5801849365234
predictive_accuracy
0.76
predictive_accuracy
0.7466666666666667
predictive_accuracy
0.7066666666666667
predictive_accuracy
0.76
predictive_accuracy
0.8
predictive_accuracy
0.76
predictive_accuracy
0.7333333333333333
predictive_accuracy
0.76
predictive_accuracy
0.7972972972972973
predictive_accuracy
0.7432432432432432