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
5343.75
usercpu_time_millis_training
4218.75
usercpu_time_millis_training
6906.25
usercpu_time_millis_training
6578.125
usercpu_time_millis_training
5640.625
usercpu_time_millis_training
5031.25
usercpu_time_millis_training
5171.875
usercpu_time_millis_training
6000.0
usercpu_time_millis_training
5281.25
usercpu_time_millis_training
6031.25
wall_clock_time_millis_training
5768.694877624512
wall_clock_time_millis_training
4213.604927062988
wall_clock_time_millis_training
7641.600131988525
wall_clock_time_millis_training
7012.980937957764
wall_clock_time_millis_training
5787.680387496948
wall_clock_time_millis_training
5043.10941696167
wall_clock_time_millis_training
5212.0115756988525
wall_clock_time_millis_training
6030.5421352386475
wall_clock_time_millis_training
5367.921829223633
wall_clock_time_millis_training
6201.441764831543
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
5343.75
usercpu_time_millis
4218.75
usercpu_time_millis
6906.25
usercpu_time_millis
6578.125
usercpu_time_millis
5640.625
usercpu_time_millis
5031.25
usercpu_time_millis
5171.875
usercpu_time_millis
6000.0
usercpu_time_millis
5281.25
usercpu_time_millis
6031.25
wall_clock_time_millis_testing
0.9999275207519531
wall_clock_time_millis_testing
0.0
wall_clock_time_millis_testing
0.9968280792236328
wall_clock_time_millis_testing
0.0
wall_clock_time_millis_testing
0.9989738464355469
wall_clock_time_millis_testing
1.0001659393310547
wall_clock_time_millis_testing
0.9999275207519531
wall_clock_time_millis_testing
0.9999275207519531
wall_clock_time_millis_testing
0.9996891021728516
wall_clock_time_millis_testing
1.0006427764892578
wall_clock_time_millis
5769.694805145264
wall_clock_time_millis
4213.604927062988
wall_clock_time_millis
7642.596960067749
wall_clock_time_millis
7012.980937957764
wall_clock_time_millis
5788.679361343384
wall_clock_time_millis
5044.109582901001
wall_clock_time_millis
5213.0115032196045
wall_clock_time_millis
6031.542062759399
wall_clock_time_millis
5368.921518325806
wall_clock_time_millis
6202.442407608032
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