3484
17413
memory
null
17413
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "columntransformer", "step_name": "columntransformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "variancethreshold", "step_name": "variancethreshold"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "extratreesclassifier", "step_name": "extratreesclassifier"}}]
17413
verbose
false
17413
n_jobs
null
17402
remainder
"passthrough"
17402
sparse_threshold
0.3
17402
transformer_weights
null
17402
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "numeric", "step_name": "numeric", "argument_1": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "nominal", "step_name": "nominal", "argument_1": []}}]
17402
verbose
false
17402
memory
null
17403
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "imputer", "step_name": "imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}]
17403
verbose
false
17403
axis
0
17404
copy
true
17404
missing_values
"NaN"
17404
strategy
"mean"
17404
verbose
0
17404
copy
true
17405
with_mean
true
17405
with_std
true
17405
memory
null
17406
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}]
17406
verbose
false
17406
add_indicator
false
17407
copy
true
17407
fill_value
-1
17407
missing_values
NaN
17407
strategy
"constant"
17407
verbose
0
17407
categorical_features
null
17408
categories
null
17408
drop
null
17408
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
17408
handle_unknown
"ignore"
17408
n_values
null
17408
sparse
true
17408
threshold
0.0
17409
bootstrap
false
17414
class_weight
null
17414
criterion
"gini"
17414
max_depth
null
17414
max_features
"auto"
17414
max_leaf_nodes
null
17414
min_impurity_decrease
0.0
17414
min_impurity_split
null
17414
min_samples_leaf
1
17414
min_samples_split
2
17414
min_weight_fraction_leaf
0.0
17414
n_estimators
"warn"
17414
n_jobs
null
17414
oob_score
false
17414
random_state
0
17414
verbose
0
17414
warm_start
false
17414
openml-python
Sklearn_0.21.2.
usercpu_time_millis_training
18.072964000005243
usercpu_time_millis_training
17.66941900000063
usercpu_time_millis_training
17.88259900000355
usercpu_time_millis_training
16.989629000001116
usercpu_time_millis_training
17.430890999996507
usercpu_time_millis_training
18.65196300000349
usercpu_time_millis_training
18.318741000001637
usercpu_time_millis_training
17.576681000001315
usercpu_time_millis_training
17.433724999996514
usercpu_time_millis_training
18.052656999998362
wall_clock_time_millis_training
17.854690551757812
wall_clock_time_millis_training
17.49277114868164
wall_clock_time_millis_training
17.715930938720703
wall_clock_time_millis_training
16.781330108642578
wall_clock_time_millis_training
17.21978187561035
wall_clock_time_millis_training
18.481731414794922
wall_clock_time_millis_training
18.11814308166504
wall_clock_time_millis_training
17.390966415405273
wall_clock_time_millis_training
17.199277877807617
wall_clock_time_millis_training
18.00823211669922
usercpu_time_millis_testing
1.927393999999083
usercpu_time_millis_testing
1.8294389999979899
usercpu_time_millis_testing
1.7763820000027408
usercpu_time_millis_testing
1.7561470000018176
usercpu_time_millis_testing
1.8041650000029108
usercpu_time_millis_testing
1.8740650000026449
usercpu_time_millis_testing
1.9278669999991394
usercpu_time_millis_testing
1.843716999999856
usercpu_time_millis_testing
1.8635059999994041
usercpu_time_millis_testing
1.8386509999999134
usercpu_time_millis
20.000358000004326
usercpu_time_millis
19.49885799999862
usercpu_time_millis
19.658981000006293
usercpu_time_millis
18.745776000002934
usercpu_time_millis
19.235055999999418
usercpu_time_millis
20.526028000006136
usercpu_time_millis
20.246608000000776
usercpu_time_millis
19.42039800000117
usercpu_time_millis
19.297230999995918
usercpu_time_millis
19.891307999998276
wall_clock_time_millis_testing
1.9309520721435547
wall_clock_time_millis_testing
1.832723617553711
wall_clock_time_millis_testing
1.7790794372558594
wall_clock_time_millis_testing
1.7592906951904297
wall_clock_time_millis_testing
1.8069744110107422
wall_clock_time_millis_testing
1.8770694732666016
wall_clock_time_millis_testing
1.9311904907226562
wall_clock_time_millis_testing
1.8465518951416016
wall_clock_time_millis_testing
1.867055892944336
wall_clock_time_millis_testing
1.8417835235595703
wall_clock_time_millis
19.785642623901367
wall_clock_time_millis
19.32549476623535
wall_clock_time_millis
19.495010375976562
wall_clock_time_millis
18.540620803833008
wall_clock_time_millis
19.026756286621094
wall_clock_time_millis
20.358800888061523
wall_clock_time_millis
20.049333572387695
wall_clock_time_millis
19.237518310546875
wall_clock_time_millis
19.066333770751953
wall_clock_time_millis
19.85001564025879
predictive_accuracy
0.9787234042553191
predictive_accuracy
0.9787234042553191
predictive_accuracy
0.9680851063829787
predictive_accuracy
0.9468085106382979
predictive_accuracy
0.9680851063829787
predictive_accuracy
0.9574468085106383
predictive_accuracy
0.9680851063829787
predictive_accuracy
0.956989247311828
predictive_accuracy
0.956989247311828
predictive_accuracy
0.978494623655914