10101
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
250.0
usercpu_time_millis_training
296.875
usercpu_time_millis_training
218.75
usercpu_time_millis_training
218.75
usercpu_time_millis_training
234.375
usercpu_time_millis_training
218.75
usercpu_time_millis_training
234.375
usercpu_time_millis_training
234.375
usercpu_time_millis_training
234.375
usercpu_time_millis_training
218.75
wall_clock_time_millis_training
253.83234024047852
wall_clock_time_millis_training
290.8358573913574
wall_clock_time_millis_training
221.87161445617676
wall_clock_time_millis_training
223.8938808441162
wall_clock_time_millis_training
225.86894035339355
wall_clock_time_millis_training
221.87256813049316
wall_clock_time_millis_training
223.84929656982422
wall_clock_time_millis_training
224.8709201812744
wall_clock_time_millis_training
232.8627109527588
wall_clock_time_millis_training
220.89290618896484
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
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
281.25
usercpu_time_millis
312.5
usercpu_time_millis
234.375
usercpu_time_millis
234.375
usercpu_time_millis
250.0
usercpu_time_millis
234.375
usercpu_time_millis
250.0
usercpu_time_millis
250.0
usercpu_time_millis
250.0
usercpu_time_millis
234.375
wall_clock_time_millis_testing
28.98383140563965
wall_clock_time_millis_testing
18.985748291015625
wall_clock_time_millis_testing
15.991449356079102
wall_clock_time_millis_testing
15.990018844604492
wall_clock_time_millis_testing
16.992807388305664
wall_clock_time_millis_testing
16.99066162109375
wall_clock_time_millis_testing
17.989158630371094
wall_clock_time_millis_testing
17.99321174621582
wall_clock_time_millis_testing
15.990257263183594
wall_clock_time_millis_testing
22.9644775390625
wall_clock_time_millis
282.81617164611816
wall_clock_time_millis
309.82160568237305
wall_clock_time_millis
237.86306381225586
wall_clock_time_millis
239.8838996887207
wall_clock_time_millis
242.86174774169922
wall_clock_time_millis
238.8632297515869
wall_clock_time_millis
241.8384552001953
wall_clock_time_millis
242.86413192749023
wall_clock_time_millis
248.85296821594238
wall_clock_time_millis
243.85738372802734
predictive_accuracy
0.76
predictive_accuracy
0.7333333333333333
predictive_accuracy
0.7466666666666667
predictive_accuracy
0.7333333333333333
predictive_accuracy
0.84
predictive_accuracy
0.7066666666666667
predictive_accuracy
0.7066666666666667
predictive_accuracy
0.7733333333333333
predictive_accuracy
0.7837837837837838
predictive_accuracy
0.7027027027027027