18
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
3156.25
usercpu_time_millis_training
3125.0
usercpu_time_millis_training
3140.625
usercpu_time_millis_training
3109.375
usercpu_time_millis_training
3156.25
usercpu_time_millis_training
3140.625
usercpu_time_millis_training
3156.25
usercpu_time_millis_training
3109.375
usercpu_time_millis_training
3125.0
usercpu_time_millis_training
3140.625
wall_clock_time_millis_training
3145.1973915100098
wall_clock_time_millis_training
3114.236831665039
wall_clock_time_millis_training
3137.1843814849854
wall_clock_time_millis_training
3139.19997215271
wall_clock_time_millis_training
3157.1927070617676
wall_clock_time_millis_training
3136.181592941284
wall_clock_time_millis_training
3161.2067222595215
wall_clock_time_millis_training
3116.213083267212
wall_clock_time_millis_training
3130.2053928375244
wall_clock_time_millis_training
3138.223171234131
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_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0.0
usercpu_time_millis
3156.25
usercpu_time_millis
3125.0
usercpu_time_millis
3140.625
usercpu_time_millis
3109.375
usercpu_time_millis
3156.25
usercpu_time_millis
3140.625
usercpu_time_millis
3171.875
usercpu_time_millis
3125.0
usercpu_time_millis
3140.625
usercpu_time_millis
3140.625
wall_clock_time_millis_testing
3.997325897216797
wall_clock_time_millis_testing
3.9968490600585938
wall_clock_time_millis_testing
4.992485046386719
wall_clock_time_millis_testing
3.9975643157958984
wall_clock_time_millis_testing
3.997325897216797
wall_clock_time_millis_testing
3.9968490600585938
wall_clock_time_millis_testing
3.9980411529541016
wall_clock_time_millis_testing
3.9975643157958984
wall_clock_time_millis_testing
3.997802734375
wall_clock_time_millis_testing
3.997802734375
wall_clock_time_millis
3149.1947174072266
wall_clock_time_millis
3118.2336807250977
wall_clock_time_millis
3142.176866531372
wall_clock_time_millis
3143.197536468506
wall_clock_time_millis
3161.1900329589844
wall_clock_time_millis
3140.178442001343
wall_clock_time_millis
3165.2047634124756
wall_clock_time_millis
3120.210647583008
wall_clock_time_millis
3134.2031955718994
wall_clock_time_millis
3142.220973968506
predictive_accuracy
0.67
predictive_accuracy
0.695
predictive_accuracy
0.68
predictive_accuracy
0.735
predictive_accuracy
0.715
predictive_accuracy
0.77
predictive_accuracy
0.725
predictive_accuracy
0.69
predictive_accuracy
0.68
predictive_accuracy
0.735