9983
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
0
19173
verbose
0
19173
warm_start
false
19173
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
1515.625
usercpu_time_millis_training
1515.625
usercpu_time_millis_training
1515.625
usercpu_time_millis_training
1531.25
usercpu_time_millis_training
1468.75
usercpu_time_millis_training
1500.0
usercpu_time_millis_training
1515.625
usercpu_time_millis_training
1484.375
usercpu_time_millis_training
1484.375
usercpu_time_millis_training
1484.375
wall_clock_time_millis_training
1525.1283645629883
wall_clock_time_millis_training
1519.1283226013184
wall_clock_time_millis_training
1515.1541233062744
wall_clock_time_millis_training
1537.1184349060059
wall_clock_time_millis_training
1470.1368808746338
wall_clock_time_millis_training
1503.1383037567139
wall_clock_time_millis_training
1511.1548900604248
wall_clock_time_millis_training
1494.1203594207764
wall_clock_time_millis_training
1484.1692447662354
wall_clock_time_millis_training
1492.1238422393799
usercpu_time_millis_testing
78.125
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
78.125
usercpu_time_millis_testing
78.125
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
78.125
usercpu_time_millis_testing
78.125
usercpu_time_millis_testing
78.125
usercpu_time_millis
1593.75
usercpu_time_millis
1578.125
usercpu_time_millis
1578.125
usercpu_time_millis
1609.375
usercpu_time_millis
1546.875
usercpu_time_millis
1562.5
usercpu_time_millis
1578.125
usercpu_time_millis
1562.5
usercpu_time_millis
1562.5
usercpu_time_millis
1562.5
wall_clock_time_millis_testing
67.93975830078125
wall_clock_time_millis_testing
65.9632682800293
wall_clock_time_millis_testing
70.94073295593262
wall_clock_time_millis_testing
64.96334075927734
wall_clock_time_millis_testing
69.9622631072998
wall_clock_time_millis_testing
67.98577308654785
wall_clock_time_millis_testing
68.9394474029541
wall_clock_time_millis_testing
70.96028327941895
wall_clock_time_millis_testing
69.94032859802246
wall_clock_time_millis_testing
68.96376609802246
wall_clock_time_millis
1593.0681228637695
wall_clock_time_millis
1585.0915908813477
wall_clock_time_millis
1586.094856262207
wall_clock_time_millis
1602.0817756652832
wall_clock_time_millis
1540.0991439819336
wall_clock_time_millis
1571.1240768432617
wall_clock_time_millis
1580.094337463379
wall_clock_time_millis
1565.0806427001953
wall_clock_time_millis
1554.1095733642578
wall_clock_time_millis
1561.0876083374023
predictive_accuracy
0.9432576769025367
predictive_accuracy
0.9579439252336449
predictive_accuracy
0.9599465954606141
predictive_accuracy
0.9485981308411215
predictive_accuracy
0.9492656875834445
predictive_accuracy
0.9499332443257676
predictive_accuracy
0.9485981308411215
predictive_accuracy
0.9479305740987984
predictive_accuracy
0.945260347129506
predictive_accuracy
0.9506008010680908