34539
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
229
19173
verbose
0
19173
warm_start
false
19173
openml-python
Sklearn_1.0.2.
usercpu_time_millis_training
3156.25
usercpu_time_millis_training
3015.625
usercpu_time_millis_training
3015.625
usercpu_time_millis_training
3031.25
usercpu_time_millis_training
3000.0
usercpu_time_millis_training
3046.875
usercpu_time_millis_training
3078.125
usercpu_time_millis_training
2984.375
usercpu_time_millis_training
3218.75
usercpu_time_millis_training
3140.625
wall_clock_time_millis_training
3201.1404037475586
wall_clock_time_millis_training
3022.2887992858887
wall_clock_time_millis_training
3056.248903274536
wall_clock_time_millis_training
3091.2280082702637
wall_clock_time_millis_training
3051.253318786621
wall_clock_time_millis_training
3067.239761352539
wall_clock_time_millis_training
3140.1989459991455
wall_clock_time_millis_training
3062.242031097412
wall_clock_time_millis_training
3234.1463565826416
wall_clock_time_millis_training
3195.171594619751
usercpu_time_millis_testing
140.625
usercpu_time_millis_testing
156.25
usercpu_time_millis_testing
156.25
usercpu_time_millis_testing
156.25
usercpu_time_millis_testing
156.25
usercpu_time_millis_testing
171.875
usercpu_time_millis_testing
140.625
usercpu_time_millis_testing
140.625
usercpu_time_millis_testing
140.625
usercpu_time_millis_testing
140.625
usercpu_time_millis
3296.875
usercpu_time_millis
3171.875
usercpu_time_millis
3171.875
usercpu_time_millis
3187.5
usercpu_time_millis
3156.25
usercpu_time_millis
3218.75
usercpu_time_millis
3218.75
usercpu_time_millis
3125.0
usercpu_time_millis
3359.375
usercpu_time_millis
3281.25
wall_clock_time_millis_testing
141.94083213806152
wall_clock_time_millis_testing
144.8986530303955
wall_clock_time_millis_testing
146.91448211669922
wall_clock_time_millis_testing
146.89302444458008
wall_clock_time_millis_testing
145.91717720031738
wall_clock_time_millis_testing
160.8865261077881
wall_clock_time_millis_testing
144.91605758666992
wall_clock_time_millis_testing
146.91662788391113
wall_clock_time_millis_testing
141.91532135009766
wall_clock_time_millis_testing
148.91314506530762
wall_clock_time_millis
3343.08123588562
wall_clock_time_millis
3167.187452316284
wall_clock_time_millis
3203.1633853912354
wall_clock_time_millis
3238.1210327148438
wall_clock_time_millis
3197.1704959869385
wall_clock_time_millis
3228.126287460327
wall_clock_time_millis
3285.1150035858154
wall_clock_time_millis
3209.1586589813232
wall_clock_time_millis
3376.0616779327393
wall_clock_time_millis
3344.0847396850586
predictive_accuracy
0.9411046689044859
predictive_accuracy
0.9475129691791272
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.9453768690875801
predictive_accuracy
0.946292340555386
predictive_accuracy
0.9426304546841623
predictive_accuracy
0.9450717119316447
predictive_accuracy
0.9401891974366798
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.9474969474969475