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
2421.875
usercpu_time_millis_training
2703.125
usercpu_time_millis_training
2406.25
usercpu_time_millis_training
2468.75
usercpu_time_millis_training
2062.5
usercpu_time_millis_training
2421.875
usercpu_time_millis_training
2406.25
usercpu_time_millis_training
2406.25
usercpu_time_millis_training
2328.125
usercpu_time_millis_training
2218.75
wall_clock_time_millis_training
3013.2720470428467
wall_clock_time_millis_training
3849.792003631592
wall_clock_time_millis_training
2541.54109954834
wall_clock_time_millis_training
3172.161817550659
wall_clock_time_millis_training
2276.6966819763184
wall_clock_time_millis_training
3281.116485595703
wall_clock_time_millis_training
3081.2339782714844
wall_clock_time_millis_training
3213.186740875244
wall_clock_time_millis_training
3157.1896076202393
wall_clock_time_millis_training
2466.752290725708
usercpu_time_millis_testing
93.75
usercpu_time_millis_testing
125.0
usercpu_time_millis_testing
93.75
usercpu_time_millis_testing
109.375
usercpu_time_millis_testing
93.75
usercpu_time_millis_testing
171.875
usercpu_time_millis_testing
125.0
usercpu_time_millis_testing
109.375
usercpu_time_millis_testing
125.0
usercpu_time_millis_testing
109.375
usercpu_time_millis
2515.625
usercpu_time_millis
2828.125
usercpu_time_millis
2500.0
usercpu_time_millis
2578.125
usercpu_time_millis
2156.25
usercpu_time_millis
2593.75
usercpu_time_millis
2531.25
usercpu_time_millis
2515.625
usercpu_time_millis
2453.125
usercpu_time_millis
2328.125
wall_clock_time_millis_testing
89.94841575622559
wall_clock_time_millis_testing
163.90728950500488
wall_clock_time_millis_testing
86.95006370544434
wall_clock_time_millis_testing
114.93754386901855
wall_clock_time_millis_testing
89.94746208190918
wall_clock_time_millis_testing
185.45818328857422
wall_clock_time_millis_testing
152.91166305541992
wall_clock_time_millis_testing
114.93492126464844
wall_clock_time_millis_testing
310.8229637145996
wall_clock_time_millis_testing
121.92797660827637
wall_clock_time_millis
3103.2204627990723
wall_clock_time_millis
4013.6992931365967
wall_clock_time_millis
2628.491163253784
wall_clock_time_millis
3287.0993614196777
wall_clock_time_millis
2366.6441440582275
wall_clock_time_millis
3466.5746688842773
wall_clock_time_millis
3234.1456413269043
wall_clock_time_millis
3328.1216621398926
wall_clock_time_millis
3468.012571334839
wall_clock_time_millis
2588.6802673339844
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