59
19170
Python_3.7.7. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3.
memory
null
19170
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"}}]
19170
verbose
false
19170
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
ccp_alpha
0.0
19171
criterion
"friedman_mse"
19171
init
null
19171
learning_rate
0.1
19171
loss
"deviance"
19171
max_depth
3
19171
max_features
null
19171
max_leaf_nodes
null
19171
min_impurity_decrease
0.0
19171
min_samples_leaf
1
19171
min_samples_split
2
19171
min_weight_fraction_leaf
0.0
19171
n_estimators
100
19171
n_iter_no_change
null
19171
random_state
0
19171
subsample
1.0
19171
tol
0.0001
19171
validation_fraction
0.1
19171
verbose
0
19171
warm_start
false
19171
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
328.125
usercpu_time_millis_training
312.5
usercpu_time_millis_training
281.25
usercpu_time_millis_training
265.625
usercpu_time_millis_training
296.875
usercpu_time_millis_training
296.875
usercpu_time_millis_training
265.625
usercpu_time_millis_training
265.625
usercpu_time_millis_training
265.625
usercpu_time_millis_training
281.25
wall_clock_time_millis_training
324.812650680542
wall_clock_time_millis_training
316.8160915374756
wall_clock_time_millis_training
297.8096008300781
wall_clock_time_millis_training
271.84557914733887
wall_clock_time_millis_training
290.8310890197754
wall_clock_time_millis_training
285.83621978759766
wall_clock_time_millis_training
264.8477554321289
wall_clock_time_millis_training
264.82605934143066
wall_clock_time_millis_training
262.86983489990234
wall_clock_time_millis_training
280.81655502319336
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
15.625
usercpu_time_millis
328.125
usercpu_time_millis
312.5
usercpu_time_millis
281.25
usercpu_time_millis
265.625
usercpu_time_millis
296.875
usercpu_time_millis
296.875
usercpu_time_millis
265.625
usercpu_time_millis
265.625
usercpu_time_millis
265.625
usercpu_time_millis
296.875
wall_clock_time_millis_testing
2.0003318786621094
wall_clock_time_millis_testing
1.9986629486083984
wall_clock_time_millis_testing
3.018617630004883
wall_clock_time_millis_testing
1.9996166229248047
wall_clock_time_millis_testing
2.9799938201904297
wall_clock_time_millis_testing
1.9989013671875
wall_clock_time_millis_testing
1.9991397857666016
wall_clock_time_millis_testing
1.9989013671875
wall_clock_time_millis_testing
2.9985904693603516
wall_clock_time_millis_testing
2.9985904693603516
wall_clock_time_millis
326.8129825592041
wall_clock_time_millis
318.814754486084
wall_clock_time_millis
300.828218460083
wall_clock_time_millis
273.8451957702637
wall_clock_time_millis
293.8110828399658
wall_clock_time_millis
287.83512115478516
wall_clock_time_millis
266.8468952178955
wall_clock_time_millis
266.82496070861816
wall_clock_time_millis
265.8684253692627
wall_clock_time_millis
283.8151454925537
predictive_accuracy
0.9333333333333333
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
0.9333333333333333
predictive_accuracy
1.0
predictive_accuracy
0.9333333333333333
predictive_accuracy
1.0
predictive_accuracy
0.8666666666666667
predictive_accuracy
0.8666666666666667
predictive_accuracy
1.0