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
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
2781.25
usercpu_time_millis_training
2734.375
usercpu_time_millis_training
2453.125
usercpu_time_millis_training
2812.5
usercpu_time_millis_training
2843.75
usercpu_time_millis_training
2781.25
usercpu_time_millis_training
2843.75
usercpu_time_millis_training
2796.875
usercpu_time_millis_training
2781.25
usercpu_time_millis_training
2828.125
wall_clock_time_millis_training
716.5670394897461
wall_clock_time_millis_training
711.592435836792
wall_clock_time_millis_training
693.6023235321045
wall_clock_time_millis_training
729.5815944671631
wall_clock_time_millis_training
717.5889015197754
wall_clock_time_millis_training
719.5878028869629
wall_clock_time_millis_training
718.58811378479
wall_clock_time_millis_training
719.5875644683838
wall_clock_time_millis_training
716.5884971618652
wall_clock_time_millis_training
709.5937728881836
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
0.0
usercpu_time_millis
2843.75
usercpu_time_millis
2796.875
usercpu_time_millis
2453.125
usercpu_time_millis
2875.0
usercpu_time_millis
2906.25
usercpu_time_millis
2843.75
usercpu_time_millis
2843.75
usercpu_time_millis
2796.875
usercpu_time_millis
2843.75
usercpu_time_millis
2828.125
wall_clock_time_millis_testing
8.994579315185547
wall_clock_time_millis_testing
8.994340896606445
wall_clock_time_millis_testing
8.995771408081055
wall_clock_time_millis_testing
8.993864059448242
wall_clock_time_millis_testing
8.994817733764648
wall_clock_time_millis_testing
8.994817733764648
wall_clock_time_millis_testing
8.994579315185547
wall_clock_time_millis_testing
8.99505615234375
wall_clock_time_millis_testing
8.995771408081055
wall_clock_time_millis_testing
8.995771408081055
wall_clock_time_millis
725.5616188049316
wall_clock_time_millis
720.5867767333984
wall_clock_time_millis
702.5980949401855
wall_clock_time_millis
738.5754585266113
wall_clock_time_millis
726.58371925354
wall_clock_time_millis
728.5826206207275
wall_clock_time_millis
727.5826930999756
wall_clock_time_millis
728.5826206207275
wall_clock_time_millis
725.5842685699463
wall_clock_time_millis
718.5895442962646
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