34539
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
5062.5
usercpu_time_millis_training
5062.5
usercpu_time_millis_training
5203.125
usercpu_time_millis_training
4921.875
usercpu_time_millis_training
5000.0
usercpu_time_millis_training
4921.875
usercpu_time_millis_training
5015.625
usercpu_time_millis_training
5031.25
usercpu_time_millis_training
5203.125
usercpu_time_millis_training
5093.75
wall_clock_time_millis_training
5077.092409133911
wall_clock_time_millis_training
5128.040552139282
wall_clock_time_millis_training
5315.932035446167
wall_clock_time_millis_training
4971.151828765869
wall_clock_time_millis_training
5011.131763458252
wall_clock_time_millis_training
4966.13073348999
wall_clock_time_millis_training
5051.103830337524
wall_clock_time_millis_training
5074.092388153076
wall_clock_time_millis_training
5258.984327316284
wall_clock_time_millis_training
5306.954622268677
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
31.25
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
31.25
usercpu_time_millis
5078.125
usercpu_time_millis
5093.75
usercpu_time_millis
5218.75
usercpu_time_millis
4937.5
usercpu_time_millis
5031.25
usercpu_time_millis
4953.125
usercpu_time_millis
5031.25
usercpu_time_millis
5062.5
usercpu_time_millis
5234.375
usercpu_time_millis
5125.0
wall_clock_time_millis_testing
19.986629486083984
wall_clock_time_millis_testing
17.008304595947266
wall_clock_time_millis_testing
18.007516860961914
wall_clock_time_millis_testing
19.008398056030273
wall_clock_time_millis_testing
21.007061004638672
wall_clock_time_millis_testing
18.990755081176758
wall_clock_time_millis_testing
20.984888076782227
wall_clock_time_millis_testing
20.985126495361328
wall_clock_time_millis_testing
18.96810531616211
wall_clock_time_millis_testing
18.988609313964844
wall_clock_time_millis
5097.079038619995
wall_clock_time_millis
5145.0488567352295
wall_clock_time_millis
5333.939552307129
wall_clock_time_millis
4990.160226821899
wall_clock_time_millis
5032.138824462891
wall_clock_time_millis
4985.121488571167
wall_clock_time_millis
5072.088718414307
wall_clock_time_millis
5095.0775146484375
wall_clock_time_millis
5277.952432632446
wall_clock_time_millis
5325.943231582642
predictive_accuracy
0.9432407689960329
predictive_accuracy
0.9426304546841623
predictive_accuracy
0.9435459261519683
predictive_accuracy
0.9429356118400977
predictive_accuracy
0.9426304546841623
predictive_accuracy
0.9429356118400977
predictive_accuracy
0.9432407689960329
predictive_accuracy
0.9429356118400977
predictive_accuracy
0.942325297528227
predictive_accuracy
0.9416971916971917