37
19172
Python_3.7.7. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3.
memory
null
19172
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"}}]
19172
verbose
false
19172
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
false
19173
ccp_alpha
0.0
19173
class_weight
null
19173
criterion
"gini"
19173
max_depth
null
19173
max_features
"auto"
19173
max_leaf_nodes
null
19173
max_samples
null
19173
min_impurity_decrease
0.0
19173
min_samples_leaf
1
19173
min_samples_split
2
19173
min_weight_fraction_leaf
0.0
19173
n_estimators
100
19173
n_jobs
null
19173
oob_score
false
19173
random_state
1362
19173
verbose
0
19173
warm_start
false
19173
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
187.5
usercpu_time_millis_training
171.875
usercpu_time_millis_training
187.5
usercpu_time_millis_training
187.5
usercpu_time_millis_training
187.5
usercpu_time_millis_training
203.125
usercpu_time_millis_training
187.5
usercpu_time_millis_training
171.875
usercpu_time_millis_training
187.5
usercpu_time_millis_training
203.125
wall_clock_time_millis_training
187.89267539978027
wall_clock_time_millis_training
186.91349029541016
wall_clock_time_millis_training
187.89267539978027
wall_clock_time_millis_training
190.89174270629883
wall_clock_time_millis_training
183.91728401184082
wall_clock_time_millis_training
199.9046802520752
wall_clock_time_millis_training
196.8863010406494
wall_clock_time_millis_training
188.89331817626953
wall_clock_time_millis_training
187.89243698120117
wall_clock_time_millis_training
202.88419723510742
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
31.25
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_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis
203.125
usercpu_time_millis
203.125
usercpu_time_millis
203.125
usercpu_time_millis
218.75
usercpu_time_millis
203.125
usercpu_time_millis
218.75
usercpu_time_millis
203.125
usercpu_time_millis
187.5
usercpu_time_millis
203.125
usercpu_time_millis
218.75
wall_clock_time_millis_testing
17.988920211791992
wall_clock_time_millis_testing
17.970561981201172
wall_clock_time_millis_testing
20.009994506835938
wall_clock_time_millis_testing
17.98534393310547
wall_clock_time_millis_testing
15.990018844604492
wall_clock_time_millis_testing
16.9675350189209
wall_clock_time_millis_testing
16.989469528198242
wall_clock_time_millis_testing
16.968727111816406
wall_clock_time_millis_testing
16.98923110961914
wall_clock_time_millis_testing
17.01211929321289
wall_clock_time_millis
205.88159561157227
wall_clock_time_millis
204.88405227661133
wall_clock_time_millis
207.9026699066162
wall_clock_time_millis
208.8770866394043
wall_clock_time_millis
199.9073028564453
wall_clock_time_millis
216.8722152709961
wall_clock_time_millis
213.87577056884766
wall_clock_time_millis
205.86204528808594
wall_clock_time_millis
204.8816680908203
wall_clock_time_millis
219.8963165283203
predictive_accuracy
0.8051948051948052
predictive_accuracy
0.6883116883116883
predictive_accuracy
0.7662337662337663
predictive_accuracy
0.7662337662337663
predictive_accuracy
0.7142857142857143
predictive_accuracy
0.7792207792207793
predictive_accuracy
0.7792207792207793
predictive_accuracy
0.8181818181818182
predictive_accuracy
0.75
predictive_accuracy
0.7368421052631579