34539
19176
Python_3.7.7. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3.
memory
null
19176
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"}}]
19176
verbose
false
19176
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
activation
"relu"
19177
alpha
0.0001
19177
batch_size
"auto"
19177
beta_1
0.9
19177
beta_2
0.999
19177
early_stopping
false
19177
epsilon
1e-08
19177
hidden_layer_sizes
[100]
19177
learning_rate
"constant"
19177
learning_rate_init
0.001
19177
max_fun
15000
19177
max_iter
5000
19177
momentum
0.9
19177
n_iter_no_change
10
19177
nesterovs_momentum
true
19177
power_t
0.5
19177
random_state
0
19177
shuffle
true
19177
solver
"adam"
19177
tol
0.0001
19177
validation_fraction
0.1
19177
verbose
false
19177
warm_start
false
19177
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
23156.25
usercpu_time_millis_training
38609.375
usercpu_time_millis_training
28406.25
usercpu_time_millis_training
26828.125
usercpu_time_millis_training
24500.0
usercpu_time_millis_training
40953.125
usercpu_time_millis_training
29640.625
usercpu_time_millis_training
27671.875
usercpu_time_millis_training
35484.375
usercpu_time_millis_training
32562.5
wall_clock_time_millis_training
22745.988845825195
wall_clock_time_millis_training
37930.1221370697
wall_clock_time_millis_training
28027.013301849365
wall_clock_time_millis_training
26326.383352279663
wall_clock_time_millis_training
24015.536546707153
wall_clock_time_millis_training
40073.56023788452
wall_clock_time_millis_training
30310.458421707153
wall_clock_time_millis_training
27248.12650680542
wall_clock_time_millis_training
34453.346252441406
wall_clock_time_millis_training
32141.133069992065
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
31.25
usercpu_time_millis
23171.875
usercpu_time_millis
38625.0
usercpu_time_millis
28421.875
usercpu_time_millis
26859.375
usercpu_time_millis
24515.625
usercpu_time_millis
41000.0
usercpu_time_millis
29687.5
usercpu_time_millis
27687.5
usercpu_time_millis
35500.0
usercpu_time_millis
32593.75
wall_clock_time_millis_testing
18.98956298828125
wall_clock_time_millis_testing
15.967845916748047
wall_clock_time_millis_testing
16.99376106262207
wall_clock_time_millis_testing
19.99044418334961
wall_clock_time_millis_testing
16.98899269104004
wall_clock_time_millis_testing
17.011404037475586
wall_clock_time_millis_testing
16.973018646240234
wall_clock_time_millis_testing
16.985654830932617
wall_clock_time_millis_testing
17.9903507232666
wall_clock_time_millis_testing
16.990184783935547
wall_clock_time_millis
22764.978408813477
wall_clock_time_millis
37946.08998298645
wall_clock_time_millis
28044.007062911987
wall_clock_time_millis
26346.373796463013
wall_clock_time_millis
24032.525539398193
wall_clock_time_millis
40090.571641922
wall_clock_time_millis
30327.431440353394
wall_clock_time_millis
27265.112161636353
wall_clock_time_millis
34471.33660316467
wall_clock_time_millis
32158.123254776
predictive_accuracy
0.9426304546841623
predictive_accuracy
0.942325297528227
predictive_accuracy
0.9417149832163564
predictive_accuracy
0.9414098260604211
predictive_accuracy
0.9417149832163564
predictive_accuracy
0.9414098260604211
predictive_accuracy
0.9426304546841623
predictive_accuracy
0.9426304546841623
predictive_accuracy
0.9426304546841623
predictive_accuracy
0.942002442002442