10464769
12269
Marc Zöller
9983
Supervised Classification
17761
sklearn.pipeline.Pipeline(step_0=sklearn.preprocessing._data.QuantileTransformer,step_1=sklearn.discriminant_analysis.LinearDiscriminantAnalysis)(1)
8275451
n_components
148
17705
priors
null
17705
shrinkage
null
17705
solver
"svd"
17705
store_covariance
false
17705
tol
0.0030070910754536936
17705
copy
false
17755
ignore_implicit_zeros
false
17755
n_quantiles
1856
17755
output_distribution
"normal"
17755
random_state
42
17755
subsample
97201744
17755
memory
null
17761
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "step_0", "step_name": "step_0"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "step_1", "step_name": "step_1"}}]
17761
verbose
false
17761
automl_meta_features
openml-python
Sklearn_0.22.1.
1471
eeg-eye-state
https://www.openml.org/data/download/1587924/phplE7q6h
-1
21854176
description
https://api.openml.org/data/download/21854176/description.xml
-1
21854177
predictions
https://api.openml.org/data/download/21854177/predictions.arff
area_under_roc_curve
0.49987535026176183 [0.499852,0.499905]
average_cost
0
f_measure
0.41978714737699424 [0.293433,0.574972]
kappa
-0.00010062639933586697
kb_relative_information_score
-0.01874989901359534
mean_absolute_error
0.5009393685327328
mean_prior_absolute_error
0.4947574918117115
weighted_recall
0.4692256341789052 [0.199952,0.799941]
number_of_instances
14980 [8257,6723]
precision
0.5051546365336247 [0.551068,0.448765]
predictive_accuracy
0.4692256341789052
prior_entropy
0.9924223735239917
relative_absolute_error
1.012494761218035
root_mean_prior_squared_error
0.4973714869043071
root_mean_squared_error
0.5011491625101896
root_relative_squared_error
1.0075952797965866
total_cost
0
unweighted_recall
0.4999460295035232 [0.199952,0.799941]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.502376049421828 [0.5,0.505297]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
-0.020091480051101875
kb_relative_information_score
-0.01958769845630343
kb_relative_information_score
-0.024643651196469565
kb_relative_information_score
-0.016925495608265534
kb_relative_information_score
-0.021581713284144013
kb_relative_information_score
-0.014220030194337263
kb_relative_information_score
-0.020739115726006646
kb_relative_information_score
-0.01763861457413842
kb_relative_information_score
-0.012605000301401487
kb_relative_information_score
-0.019467494769831218
mean_absolute_error
0.5013757031775822
mean_absolute_error
0.5011981014953272
mean_absolute_error
0.5030079499999869
mean_absolute_error
0.5002694676168395
mean_absolute_error
0.501904573925246
mean_absolute_error
0.4993425083110876
mean_absolute_error
0.5016048999999824
mean_absolute_error
0.5005907310547224
mean_absolute_error
0.49886859439254094
mean_absolute_error
0.5012311553538051
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.49480533738838384
mean_prior_absolute_error
0.49480533738838384
mean_prior_absolute_error
0.49480533738838384
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [825,673]
number_of_instances
1498 [825,673]
number_of_instances
1498 [825,673]
predictive_accuracy
0.4485981308411215
predictive_accuracy
0.4485981308411215
predictive_accuracy
0.4485981308411215
predictive_accuracy
0.4485981308411215
predictive_accuracy
0.4485981308411215
predictive_accuracy
0.5514018691588786
predictive_accuracy
0.4485981308411215
predictive_accuracy
0.4492656875834446
predictive_accuracy
0.5507343124165555
predictive_accuracy
0.4492656875834446
prior_entropy
0.9923629998200836
prior_entropy
0.9923629998200836
prior_entropy
0.9923629998200836
prior_entropy
0.9923629998200836
prior_entropy
0.9923629998200836
prior_entropy
0.9923629998200836
prior_entropy
0.9923629998200836
prior_entropy
0.992560912165838
prior_entropy
0.992560912165838
prior_entropy
0.992560912165838
relative_absolute_error
1.0134186785975603
relative_absolute_error
1.0130596965786733
relative_absolute_error
1.0167178999348188
relative_absolute_error
1.0111826712021474
relative_absolute_error
1.0144876723498495
relative_absolute_error
1.0093090305993118
relative_absolute_error
1.0138819486352255
relative_absolute_error
1.0116922620456648
relative_absolute_error
1.0082118293743623
relative_absolute_error
1.0129865575002428
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4974195830102464
root_mean_prior_squared_error
0.4974195830102464
root_mean_prior_squared_error
0.4974195830102464
root_mean_squared_error
0.5015523669761203
root_mean_squared_error
0.5013321486514489
root_mean_squared_error
0.5038492312772899
root_mean_squared_error
0.5002762619069914
root_mean_squared_error
0.5022427680787898
root_mean_squared_error
0.49938303135629725
root_mean_squared_error
0.501845207895513
root_mean_squared_error
0.500624234857253
root_mean_squared_error
0.4989919073317914
root_mean_squared_error
0.5013764790840254
root_relative_squared_error
1.0084477465340769
root_relative_squared_error
1.0080049639098034
root_relative_squared_error
1.01306594351832
root_relative_squared_error
1.0058819421115748
root_relative_squared_error
1.0098359035482474
root_relative_squared_error
1.004085965469268
root_relative_squared_error
1.0090365479927064
root_relative_squared_error
1.0064425526385852
root_relative_squared_error
1.003160961842374
root_relative_squared_error
1.0079548457859921
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [0,1]
usercpu_time_millis
343.75
usercpu_time_millis
562.5
usercpu_time_millis
796.875
usercpu_time_millis
796.875
usercpu_time_millis
687.5
usercpu_time_millis
812.5
usercpu_time_millis
734.375
usercpu_time_millis
687.5
usercpu_time_millis
796.875
usercpu_time_millis
687.5
usercpu_time_millis_testing
250
usercpu_time_millis_testing
125
usercpu_time_millis_testing
250
usercpu_time_millis_testing
250
usercpu_time_millis_testing
125
usercpu_time_millis_testing
250
usercpu_time_millis_testing
125
usercpu_time_millis_testing
125
usercpu_time_millis_testing
250
usercpu_time_millis_testing
125
usercpu_time_millis_training
93.75
usercpu_time_millis_training
437.5
usercpu_time_millis_training
546.875
usercpu_time_millis_training
546.875
usercpu_time_millis_training
562.5
usercpu_time_millis_training
562.5
usercpu_time_millis_training
609.375
usercpu_time_millis_training
562.5
usercpu_time_millis_training
546.875
usercpu_time_millis_training
562.5
wall_clock_time_millis
126.65104866027832
wall_clock_time_millis
136.52968406677246
wall_clock_time_millis
133.64696502685547
wall_clock_time_millis
139.0836238861084
wall_clock_time_millis
137.03131675720215
wall_clock_time_millis
144.7594165802002
wall_clock_time_millis
136.4126205444336
wall_clock_time_millis
143.23973655700684
wall_clock_time_millis
136.9028091430664
wall_clock_time_millis
143.7666416168213
wall_clock_time_millis_testing
23.60701560974121
wall_clock_time_millis_testing
22.658824920654297
wall_clock_time_millis_testing
22.682905197143555
wall_clock_time_millis_testing
22.5985050201416
wall_clock_time_millis_testing
22.594451904296875
wall_clock_time_millis_testing
22.52984046936035
wall_clock_time_millis_testing
22.519350051879883
wall_clock_time_millis_testing
22.572755813598633
wall_clock_time_millis_testing
22.464513778686523
wall_clock_time_millis_testing
22.554397583007812
wall_clock_time_millis_training
103.04403305053711
wall_clock_time_millis_training
113.87085914611816
wall_clock_time_millis_training
110.96405982971191
wall_clock_time_millis_training
116.4851188659668
wall_clock_time_millis_training
114.43686485290527
wall_clock_time_millis_training
122.22957611083984
wall_clock_time_millis_training
113.89327049255371
wall_clock_time_millis_training
120.6669807434082
wall_clock_time_millis_training
114.43829536437988
wall_clock_time_millis_training
121.21224403381348
weighted_recall
0.4485981308411215 [0,1]
weighted_recall
0.4485981308411215 [0,1]
weighted_recall
0.4485981308411215 [0,1]
weighted_recall
0.4485981308411215 [0,1]
weighted_recall
0.4485981308411215 [0,1]
weighted_recall
0.5514018691588785 [1,0]
weighted_recall
0.4485981308411215 [0,1]
weighted_recall
0.4492656875834446 [0,1]
weighted_recall
0.5507343124165555 [1,0]
weighted_recall
0.4492656875834446 [0,1]