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
375.0
usercpu_time_millis_training
359.375
usercpu_time_millis_training
343.75
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
343.75
usercpu_time_millis_training
359.375
wall_clock_time_millis_training
366.76669120788574
wall_clock_time_millis_training
349.8208522796631
wall_clock_time_millis_training
348.77705574035645
wall_clock_time_millis_training
344.801664352417
wall_clock_time_millis_training
346.8003273010254
wall_clock_time_millis_training
354.7987937927246
wall_clock_time_millis_training
351.7746925354004
wall_clock_time_millis_training
364.81285095214844
wall_clock_time_millis_training
342.78392791748047
wall_clock_time_millis_training
364.809513092041
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
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
31.25
usercpu_time_millis
390.625
usercpu_time_millis
375.0
usercpu_time_millis
359.375
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
359.375
usercpu_time_millis
390.625
wall_clock_time_millis_testing
16.99090003967285
wall_clock_time_millis_testing
16.99042320251465
wall_clock_time_millis_testing
15.990972518920898
wall_clock_time_millis_testing
18.989086151123047
wall_clock_time_millis_testing
15.990734100341797
wall_clock_time_millis_testing
18.00990104675293
wall_clock_time_millis_testing
15.9912109375
wall_clock_time_millis_testing
16.99066162109375
wall_clock_time_millis_testing
17.988920211791992
wall_clock_time_millis_testing
22.968769073486328
wall_clock_time_millis
383.7575912475586
wall_clock_time_millis
366.81127548217773
wall_clock_time_millis
364.76802825927734
wall_clock_time_millis
363.79075050354004
wall_clock_time_millis
362.7910614013672
wall_clock_time_millis
372.80869483947754
wall_clock_time_millis
367.7659034729004
wall_clock_time_millis
381.8035125732422
wall_clock_time_millis
360.77284812927246
wall_clock_time_millis
387.77828216552734
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