18
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
6125.0
usercpu_time_millis_training
5359.375
usercpu_time_millis_training
7281.25
usercpu_time_millis_training
6781.25
usercpu_time_millis_training
6562.5
usercpu_time_millis_training
6265.625
usercpu_time_millis_training
6437.5
usercpu_time_millis_training
7125.0
usercpu_time_millis_training
6234.375
usercpu_time_millis_training
6890.625
wall_clock_time_millis_training
6729.143381118774
wall_clock_time_millis_training
5827.661037445068
wall_clock_time_millis_training
7876.483917236328
wall_clock_time_millis_training
7255.841970443726
wall_clock_time_millis_training
6928.029775619507
wall_clock_time_millis_training
6686.167478561401
wall_clock_time_millis_training
6874.086618423462
wall_clock_time_millis_training
7505.69486618042
wall_clock_time_millis_training
6615.22102355957
wall_clock_time_millis_training
7290.819883346558
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis
6125.0
usercpu_time_millis
5359.375
usercpu_time_millis
7281.25
usercpu_time_millis
6781.25
usercpu_time_millis
6562.5
usercpu_time_millis
6265.625
usercpu_time_millis
6437.5
usercpu_time_millis
7125.0
usercpu_time_millis
6234.375
usercpu_time_millis
6890.625
wall_clock_time_millis_testing
1.0013580322265625
wall_clock_time_millis_testing
0.0
wall_clock_time_millis_testing
2.0008087158203125
wall_clock_time_millis_testing
1.0068416595458984
wall_clock_time_millis_testing
0.9996891021728516
wall_clock_time_millis_testing
1.0001659393310547
wall_clock_time_millis_testing
1.9731521606445312
wall_clock_time_millis_testing
0.0
wall_clock_time_millis_testing
1.0118484497070312
wall_clock_time_millis_testing
2.0008087158203125
wall_clock_time_millis
6730.144739151001
wall_clock_time_millis
5827.661037445068
wall_clock_time_millis
7878.484725952148
wall_clock_time_millis
7256.8488121032715
wall_clock_time_millis
6929.02946472168
wall_clock_time_millis
6687.167644500732
wall_clock_time_millis
6876.059770584106
wall_clock_time_millis
7505.69486618042
wall_clock_time_millis
6616.232872009277
wall_clock_time_millis
7292.820692062378
predictive_accuracy
0.72
predictive_accuracy
0.72
predictive_accuracy
0.715
predictive_accuracy
0.755
predictive_accuracy
0.745
predictive_accuracy
0.79
predictive_accuracy
0.77
predictive_accuracy
0.75
predictive_accuracy
0.74
predictive_accuracy
0.705