3954
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
20350
19173
verbose
0
19173
warm_start
false
19173
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
1953.125
usercpu_time_millis_training
2015.625
usercpu_time_millis_training
2171.875
usercpu_time_millis_training
2328.125
usercpu_time_millis_training
2015.625
usercpu_time_millis_training
2703.125
usercpu_time_millis_training
2531.25
usercpu_time_millis_training
2015.625
usercpu_time_millis_training
2093.75
usercpu_time_millis_training
1968.75
wall_clock_time_millis_training
1962.8963470458984
wall_clock_time_millis_training
2031.8315029144287
wall_clock_time_millis_training
2192.7402019500732
wall_clock_time_millis_training
2334.663152694702
wall_clock_time_millis_training
2035.8169078826904
wall_clock_time_millis_training
2718.437910079956
wall_clock_time_millis_training
2536.5467071533203
wall_clock_time_millis_training
2027.8375148773193
wall_clock_time_millis_training
2121.783494949341
wall_clock_time_millis_training
1963.8721942901611
usercpu_time_millis_testing
78.125
usercpu_time_millis_testing
78.125
usercpu_time_millis_testing
93.75
usercpu_time_millis_testing
78.125
usercpu_time_millis_testing
109.375
usercpu_time_millis_testing
93.75
usercpu_time_millis_testing
93.75
usercpu_time_millis_testing
78.125
usercpu_time_millis_testing
93.75
usercpu_time_millis_testing
78.125
usercpu_time_millis
2031.25
usercpu_time_millis
2093.75
usercpu_time_millis
2265.625
usercpu_time_millis
2406.25
usercpu_time_millis
2125.0
usercpu_time_millis
2796.875
usercpu_time_millis
2625.0
usercpu_time_millis
2093.75
usercpu_time_millis
2187.5
usercpu_time_millis
2046.875
wall_clock_time_millis_testing
82.95273780822754
wall_clock_time_millis_testing
80.95836639404297
wall_clock_time_millis_testing
103.93905639648438
wall_clock_time_millis_testing
82.95011520385742
wall_clock_time_millis_testing
113.92974853515625
wall_clock_time_millis_testing
98.94514083862305
wall_clock_time_millis_testing
102.94198989868164
wall_clock_time_millis_testing
82.95583724975586
wall_clock_time_millis_testing
85.9518051147461
wall_clock_time_millis_testing
83.9529037475586
wall_clock_time_millis
2045.849084854126
wall_clock_time_millis
2112.7898693084717
wall_clock_time_millis
2296.6792583465576
wall_clock_time_millis
2417.6132678985596
wall_clock_time_millis
2149.7466564178467
wall_clock_time_millis
2817.383050918579
wall_clock_time_millis
2639.488697052002
wall_clock_time_millis
2110.793352127075
wall_clock_time_millis
2207.735300064087
wall_clock_time_millis
2047.8250980377197
predictive_accuracy
0.879074658254469
predictive_accuracy
0.8832807570977917
predictive_accuracy
0.8743427970557308
predictive_accuracy
0.8827549947423764
predictive_accuracy
0.8796004206098843
predictive_accuracy
0.8874868559411146
predictive_accuracy
0.8680336487907466
predictive_accuracy
0.870136698212408
predictive_accuracy
0.8817034700315457
predictive_accuracy
0.868559411146162