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
265.625
usercpu_time_millis_training
218.75
usercpu_time_millis_training
250.0
usercpu_time_millis_training
234.375
usercpu_time_millis_training
234.375
usercpu_time_millis_training
250.0
usercpu_time_millis_training
234.375
usercpu_time_millis_training
218.75
usercpu_time_millis_training
218.75
usercpu_time_millis_training
218.75
wall_clock_time_millis_training
279.83641624450684
wall_clock_time_millis_training
238.8629913330078
wall_clock_time_millis_training
244.86184120178223
wall_clock_time_millis_training
242.88225173950195
wall_clock_time_millis_training
237.86306381225586
wall_clock_time_millis_training
243.85809898376465
wall_clock_time_millis_training
248.8565444946289
wall_clock_time_millis_training
225.87180137634277
wall_clock_time_millis_training
236.86552047729492
wall_clock_time_millis_training
226.89104080200195
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
31.25
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
31.25
usercpu_time_millis
296.875
usercpu_time_millis
250.0
usercpu_time_millis
281.25
usercpu_time_millis
265.625
usercpu_time_millis
265.625
usercpu_time_millis
265.625
usercpu_time_millis
250.0
usercpu_time_millis
234.375
usercpu_time_millis
234.375
usercpu_time_millis
250.0
wall_clock_time_millis_testing
24.98602867126465
wall_clock_time_millis_testing
40.976524353027344
wall_clock_time_millis_testing
30.982017517089844
wall_clock_time_millis_testing
21.965980529785156
wall_clock_time_millis_testing
17.989397048950195
wall_clock_time_millis_testing
18.01133155822754
wall_clock_time_millis_testing
19.988298416137695
wall_clock_time_millis_testing
19.99068260192871
wall_clock_time_millis_testing
16.989469528198242
wall_clock_time_millis_testing
20.989179611206055
wall_clock_time_millis
304.8224449157715
wall_clock_time_millis
279.83951568603516
wall_clock_time_millis
275.84385871887207
wall_clock_time_millis
264.8482322692871
wall_clock_time_millis
255.85246086120605
wall_clock_time_millis
261.8694305419922
wall_clock_time_millis
268.8448429107666
wall_clock_time_millis
245.86248397827148
wall_clock_time_millis
253.85499000549316
wall_clock_time_millis
247.880220413208
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