18
19167
Python_3.7.7. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3.
memory
null
19167
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"}}]
19167
verbose
false
19167
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
bootstrap
true
19095
ccp_alpha
0.0
19095
class_weight
null
19095
criterion
"gini"
19095
max_depth
null
19095
max_features
"auto"
19095
max_leaf_nodes
null
19095
max_samples
null
19095
min_impurity_decrease
0.0
19095
min_samples_leaf
1
19095
min_samples_split
2
19095
min_weight_fraction_leaf
0.0
19095
n_estimators
100
19095
n_jobs
null
19095
oob_score
false
19095
random_state
0
19095
verbose
0
19095
warm_start
false
19095
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
343.75
usercpu_time_millis_training
343.75
usercpu_time_millis_training
359.375
usercpu_time_millis_training
359.375
usercpu_time_millis_training
359.375
usercpu_time_millis_training
359.375
usercpu_time_millis_training
359.375
usercpu_time_millis_training
343.75
usercpu_time_millis_training
343.75
usercpu_time_millis_training
343.75
wall_clock_time_millis_training
347.80144691467285
wall_clock_time_millis_training
341.7854309082031
wall_clock_time_millis_training
365.7670021057129
wall_clock_time_millis_training
365.80967903137207
wall_clock_time_millis_training
351.7749309539795
wall_clock_time_millis_training
352.7979850769043
wall_clock_time_millis_training
347.80049324035645
wall_clock_time_millis_training
352.7965545654297
wall_clock_time_millis_training
351.79805755615234
wall_clock_time_millis_training
351.7932891845703
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
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
15.625
usercpu_time_millis
359.375
usercpu_time_millis
359.375
usercpu_time_millis
375.0
usercpu_time_millis
375.0
usercpu_time_millis
375.0
usercpu_time_millis
375.0
usercpu_time_millis
375.0
usercpu_time_millis
375.0
usercpu_time_millis
359.375
usercpu_time_millis
359.375
wall_clock_time_millis_testing
16.98899269104004
wall_clock_time_millis_testing
19.00649070739746
wall_clock_time_millis_testing
16.99066162109375
wall_clock_time_millis_testing
16.989946365356445
wall_clock_time_millis_testing
17.012834548950195
wall_clock_time_millis_testing
15.990495681762695
wall_clock_time_millis_testing
16.990184783935547
wall_clock_time_millis_testing
16.989707946777344
wall_clock_time_millis_testing
16.989707946777344
wall_clock_time_millis_testing
18.01300048828125
wall_clock_time_millis
364.7904396057129
wall_clock_time_millis
360.7919216156006
wall_clock_time_millis
382.75766372680664
wall_clock_time_millis
382.7996253967285
wall_clock_time_millis
368.7877655029297
wall_clock_time_millis
368.788480758667
wall_clock_time_millis
364.790678024292
wall_clock_time_millis
369.78626251220703
wall_clock_time_millis
368.7877655029297
wall_clock_time_millis
369.80628967285156
predictive_accuracy
0.67
predictive_accuracy
0.7
predictive_accuracy
0.695
predictive_accuracy
0.75
predictive_accuracy
0.695
predictive_accuracy
0.755
predictive_accuracy
0.705
predictive_accuracy
0.71
predictive_accuracy
0.685
predictive_accuracy
0.69