10383199
8323
Heinrich Peters
9960
Supervised Classification
16345
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)
8231714
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"median"
12737
verbose
0
12737
copy
true
13294
with_mean
true
13294
with_std
true
13294
C
2.0
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.0
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
0.25
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
1
13389
shrinking
true
13389
tol
0.001
13389
verbose
false
13389
memory
null
16345
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "svc", "step_name": "svc"}}]
16345
verbose
false
16345
openml-python
Sklearn_0.21.2.
1497
wall-robot-navigation
https://www.openml.org/data/download/1592289/phpVeNa5j
-1
21688107
description
https://api.openml.org/data/download/21688107/description.xml
-1
21688108
predictions
https://api.openml.org/data/download/21688108/predictions.arff
area_under_roc_curve
0.915986932116018 [0.910139,0.929885,0.893257,0.905339]
average_cost
0
f_measure
0.8925867622241541 [0.893239,0.909049,0.859038,0.862374]
kappa
0.837215951674829
kb_relative_information_score
0.8423926890661477
mean_absolute_error
0.05342741935483871
mean_prior_absolute_error
0.3312381502905654
number_of_instances
5456 [2205,2097,328,826]
precision
0.8940352549525531 [0.896709,0.880984,0.941818,0.901055]
predictive_accuracy
0.8931451612903225
prior_entropy
1.7146330399083418
recall
0.8931451612903226 [0.889796,0.93896,0.789634,0.826877]
relative_absolute_error
0.16129609257862249
root_mean_prior_squared_error
0.40694354051108633
root_mean_squared_error
0.23114372012849216
root_relative_squared_error
0.5679994817910008
total_cost
0
area_under_roc_curve
0.9154487022522413 [0.912851,0.934226,0.832359,0.907801]
area_under_roc_curve
0.9227931824846526 [0.913394,0.953869,0.877813,0.886643]
area_under_roc_curve
0.9235356774345639 [0.910234,0.937202,0.906167,0.93112]
area_under_roc_curve
0.9274331896798965 [0.936029,0.930357,0.907142,0.905319]
area_under_roc_curve
0.9013102946182868 [0.888873,0.915774,0.923268,0.888951]
area_under_roc_curve
0.9141820253853836 [0.911656,0.921131,0.939394,0.893271]
area_under_roc_curve
0.9133011415572295 [0.909126,0.924307,0.903326,0.900368]
area_under_roc_curve
0.9276094276094277 [0.927078,0.93441,0.859375,0.938207]
area_under_roc_curve
0.9129532063030196 [0.907121,0.930793,0.922289,0.879445]
area_under_roc_curve
0.9013395185825611 [0.885111,0.916759,0.860707,0.922128]
average_cost
0
average_cost
0
average_cost
0
average_cost
0
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0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
f_measure
0.8887592202814564 [0.899297,0.910314,0.785714,0.846626]
f_measure
0.899672195882529 [0.897494,0.936073,0.847458,0.833333]
f_measure
0.9007410651442882 [0.894009,0.918794,0.857143,0.890244]
f_measure
0.9079306142103064 [0.923077,0.909931,0.870968,0.877419]
f_measure
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f_measure
0.8934938287742398 [0.893905,0.898618,0.935484,0.862745]
f_measure
0.8914199909019244 [0.889381,0.90566,0.852459,0.875817]
f_measure
0.9076197759785798 [0.914943,0.912844,0.836364,0.902439]
f_measure
0.887366265301717 [0.889391,0.911215,0.888889,0.820513]
f_measure
0.8727953358928449 [0.863636,0.894614,0.8,0.871166]
kappa
0.8325401653129136
kappa
0.8489022815325011
kappa
0.8502689004788917
kappa
0.8603673413021129
kappa
0.8103847155617522
kappa
0.8378071078469033
kappa
0.8345144539311504
kappa
0.8601337583213996
kappa
0.8296298953539619
kappa
0.8076775549657088
kb_relative_information_score
0.830967534080799
kb_relative_information_score
0.8470160088762825
kb_relative_information_score
0.8582798241089743
kb_relative_information_score
0.8621880004576912
kb_relative_information_score
0.8229483687623853
kb_relative_information_score
0.8471224887397437
kb_relative_information_score
0.8406705020794135
kb_relative_information_score
0.8607702087116961
kb_relative_information_score
0.8368925961017157
kb_relative_information_score
0.8170425112726873
mean_absolute_error
0.054945054945054944
mean_absolute_error
0.04945054945054945
mean_absolute_error
0.04945054945054945
mean_absolute_error
0.045787545787545784
mean_absolute_error
0.06227106227106227
mean_absolute_error
0.05311355311355311
mean_absolute_error
0.05412844036697248
mean_absolute_error
0.045871559633027525
mean_absolute_error
0.05596330275229358
mean_absolute_error
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mean_prior_absolute_error
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mean_prior_absolute_error
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mean_prior_absolute_error
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mean_prior_absolute_error
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mean_prior_absolute_error
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mean_prior_absolute_error
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mean_prior_absolute_error
0.3311205766710351
mean_prior_absolute_error
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mean_prior_absolute_error
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mean_prior_absolute_error
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number_of_instances
546 [221,210,33,82]
number_of_instances
546 [221,210,33,82]
number_of_instances
546 [220,210,33,83]
number_of_instances
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number_of_instances
546 [220,210,33,83]
number_of_instances
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number_of_instances
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number_of_instances
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number_of_instances
545 [221,209,33,82]
number_of_instances
545 [221,209,33,82]
precision
0.8938337820288773 [0.932039,0.860169,0.956522,0.851852]
precision
0.9016201371900959 [0.90367,0.899123,0.961538,0.878378]
precision
0.9012573587039223 [0.906542,0.895928,0.9,0.901235]
precision
0.9098734140097987 [0.918919,0.883408,0.931034,0.944444]
precision
0.8767378789840037 [0.87156,0.862222,0.965517,0.891892]
precision
0.8963479225771026 [0.887892,0.870536,1,0.942857]
precision
0.8938480285218423 [0.866379,0.897196,0.896552,0.957143]
precision
0.9111133405603675 [0.929907,0.876652,1,0.91358]
precision
0.8879402237476889 [0.887387,0.890411,0.933333,0.864865]
precision
0.8735040646965945 [0.86758,0.876147,0.888889,0.876543]
predictive_accuracy
0.8901098901098901
predictive_accuracy
0.9010989010989011
predictive_accuracy
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predictive_accuracy
0.9084249084249084
predictive_accuracy
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predictive_accuracy
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predictive_accuracy
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predictive_accuracy
0.9082568807339451
predictive_accuracy
0.8880733944954129
predictive_accuracy
0.8733944954128441
prior_entropy
1.7138246699606299
prior_entropy
1.7138246699606299
prior_entropy
1.7164171123716554
prior_entropy
1.7164171123716554
prior_entropy
1.7164171123716554
prior_entropy
1.7164171123716554
prior_entropy
1.7121302787024806
prior_entropy
1.711997401430895
prior_entropy
1.714437400963805
prior_entropy
1.714437400963805
recall
0.8901098901098901 [0.868778,0.966667,0.666667,0.841463]
recall
0.9010989010989011 [0.891403,0.97619,0.757576,0.792683]
recall
0.9010989010989011 [0.881818,0.942857,0.818182,0.879518]
recall
0.9084249084249084 [0.927273,0.938095,0.818182,0.819277]
recall
0.8754578754578755 [0.863636,0.92381,0.848485,0.795181]
recall
0.8937728937728938 [0.9,0.928571,0.878788,0.795181]
recall
0.8917431192660551 [0.913636,0.914286,0.8125,0.807229]
recall
0.908256880733945 [0.900452,0.952153,0.71875,0.891566]
recall
0.8880733944954129 [0.891403,0.933014,0.848485,0.780488]
recall
0.8733944954128441 [0.859729,0.913876,0.727273,0.865854]
relative_absolute_error
0.16592525361087498
relative_absolute_error
0.1493327282497875
relative_absolute_error
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relative_absolute_error
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relative_absolute_error
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relative_absolute_error
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relative_absolute_error
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root_mean_prior_squared_error
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root_mean_squared_error
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root_relative_squared_error
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root_relative_squared_error
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total_cost
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