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
3125.0
usercpu_time_millis_training
3109.375
usercpu_time_millis_training
3125.0
usercpu_time_millis_training
3140.625
usercpu_time_millis_training
3125.0
usercpu_time_millis_training
3109.375
usercpu_time_millis_training
3140.625
usercpu_time_millis_training
3125.0
usercpu_time_millis_training
3125.0
usercpu_time_millis_training
3109.375
wall_clock_time_millis_training
3125.209093093872
wall_clock_time_millis_training
3110.2209091186523
wall_clock_time_millis_training
3135.2291107177734
wall_clock_time_millis_training
3135.202169418335
wall_clock_time_millis_training
3126.1863708496094
wall_clock_time_millis_training
3117.2351837158203
wall_clock_time_millis_training
3153.1920433044434
wall_clock_time_millis_training
3125.230312347412
wall_clock_time_millis_training
3120.1913356781006
wall_clock_time_millis_training
3102.2210121154785
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
15.625
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
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis
3140.625
usercpu_time_millis
3109.375
usercpu_time_millis
3140.625
usercpu_time_millis
3140.625
usercpu_time_millis
3125.0
usercpu_time_millis
3109.375
usercpu_time_millis
3140.625
usercpu_time_millis
3140.625
usercpu_time_millis
3125.0
usercpu_time_millis
3109.375
wall_clock_time_millis_testing
3.9968490600585938
wall_clock_time_millis_testing
3.9958953857421875
wall_clock_time_millis_testing
3.996610641479492
wall_clock_time_millis_testing
3.9975643157958984
wall_clock_time_millis_testing
3.9963722229003906
wall_clock_time_millis_testing
2.9976367950439453
wall_clock_time_millis_testing
3.9746761322021484
wall_clock_time_millis_testing
3.997802734375
wall_clock_time_millis_testing
3.9970874786376953
wall_clock_time_millis_testing
2.9976367950439453
wall_clock_time_millis
3129.2059421539307
wall_clock_time_millis
3114.2168045043945
wall_clock_time_millis
3139.225721359253
wall_clock_time_millis
3139.199733734131
wall_clock_time_millis
3130.1827430725098
wall_clock_time_millis
3120.2328205108643
wall_clock_time_millis
3157.1667194366455
wall_clock_time_millis
3129.228115081787
wall_clock_time_millis
3124.1884231567383
wall_clock_time_millis
3105.2186489105225
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