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
50171
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
19515.625
usercpu_time_millis_training
47062.5
usercpu_time_millis_training
40671.875
usercpu_time_millis_training
45890.625
usercpu_time_millis_training
24359.375
usercpu_time_millis_training
41281.25
usercpu_time_millis_training
34703.125
usercpu_time_millis_training
28296.875
usercpu_time_millis_training
38734.375
usercpu_time_millis_training
25609.375
wall_clock_time_millis_training
19186.988353729248
wall_clock_time_millis_training
46341.681241989136
wall_clock_time_millis_training
40276.27515792847
wall_clock_time_millis_training
44825.361251831055
wall_clock_time_millis_training
24027.153253555298
wall_clock_time_millis_training
40661.0472202301
wall_clock_time_millis_training
34519.69408988953
wall_clock_time_millis_training
28125.53381919861
wall_clock_time_millis_training
38080.8482170105
wall_clock_time_millis_training
25308.555126190186
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
31.25
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
19531.25
usercpu_time_millis
47078.125
usercpu_time_millis
40703.125
usercpu_time_millis
45906.25
usercpu_time_millis
24390.625
usercpu_time_millis
41296.875
usercpu_time_millis
34718.75
usercpu_time_millis
28312.5
usercpu_time_millis
38765.625
usercpu_time_millis
25625.0
wall_clock_time_millis_testing
19.987821578979492
wall_clock_time_millis_testing
17.006874084472656
wall_clock_time_millis_testing
53.96771430969238
wall_clock_time_millis_testing
18.012523651123047
wall_clock_time_millis_testing
18.987655639648438
wall_clock_time_millis_testing
18.98956298828125
wall_clock_time_millis_testing
24.985790252685547
wall_clock_time_millis_testing
16.993045806884766
wall_clock_time_millis_testing
20.986557006835938
wall_clock_time_millis_testing
19.96636390686035
wall_clock_time_millis
19206.976175308228
wall_clock_time_millis
46358.68811607361
wall_clock_time_millis
40330.24287223816
wall_clock_time_millis
44843.37377548218
wall_clock_time_millis
24046.140909194946
wall_clock_time_millis
40680.036783218384
wall_clock_time_millis
34544.67988014221
wall_clock_time_millis
28142.526865005493
wall_clock_time_millis
38101.834774017334
wall_clock_time_millis
25328.521490097046
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.9417149832163564
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.9417149832163564
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.9414098260604211
predictive_accuracy
0.9426304546841623
predictive_accuracy
0.9426304546841623
predictive_accuracy
0.942325297528227
predictive_accuracy
0.9413919413919414