10383264
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)
8231898
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
1678.2157612503731
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.576914940889014
13389
decision_function_shape
"ovr"
13389
degree
5
13389
gamma
0.009054249724169287
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
21688237
description
https://api.openml.org/data/download/21688237/description.xml
-1
21688238
predictions
https://api.openml.org/data/download/21688238/predictions.arff
area_under_roc_curve
0.9442139376855119 [0.933501,0.951765,0.94755,0.952316]
average_cost
0
f_measure
0.9278242721384338 [0.919892,0.941515,0.914729,0.919443]
kappa
0.8908480855316071
kb_relative_information_score
0.8992734788111431
mean_absolute_error
0.03610703812316716
mean_prior_absolute_error
0.3312381502905654
number_of_instances
5456 [2205,2097,328,826]
precision
0.9279583704101232 [0.912908,0.946506,0.930599,0.92]
predictive_accuracy
0.9277859237536658
prior_entropy
1.7146330399083418
recall
0.9277859237536656 [0.926984,0.936576,0.89939,0.918886]
relative_absolute_error
0.10900627868949789
root_mean_prior_squared_error
0.40694354051108633
root_mean_squared_error
0.19001852047410314
root_relative_squared_error
0.4669407462161854
total_cost
0
area_under_roc_curve
0.9399296927109994 [0.933846,0.948214,0.921318,0.942599]
area_under_roc_curve
0.95044743914753 [0.937647,0.968452,0.908116,0.955872]
area_under_roc_curve
0.9536384661762692 [0.941369,0.960417,0.952596,0.969424]
area_under_roc_curve
0.9563573768519847 [0.947448,0.958036,0.966773,0.971584]
area_under_roc_curve
0.9341106397082588 [0.921598,0.942262,0.922293,0.951352]
area_under_roc_curve
0.9475808304863725 [0.939096,0.956845,0.968722,0.938224]
area_under_roc_curve
0.9332056913439475 [0.92965,0.927043,0.963877,0.946396]
area_under_roc_curve
0.939829846079846 [0.924501,0.950722,0.96875,0.942067]
area_under_roc_curve
0.952341271775639 [0.945792,0.959971,0.951616,0.950838]
area_under_roc_curve
0.9346236155274245 [0.914013,0.945674,0.952592,0.954775]
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
f_measure
0.9211475639090074 [0.920993,0.935867,0.875,0.902439]
f_measure
0.9356227810093352 [0.925508,0.959811,0.885246,0.921212]
f_measure
0.9395757559952385 [0.929705,0.952153,0.923077,0.940476]
f_measure
0.9432694547267035 [0.936652,0.94964,0.925373,0.951807]
f_measure
0.9156219694073103 [0.906606,0.927059,0.888889,0.921212]
f_measure
0.9321628615109913 [0.927273,0.945626,0.953846,0.902439]
f_measure
0.9138817827069765 [0.912281,0.915842,0.895522,0.920245]
f_measure
0.9232357467278068 [0.908686,0.941748,0.967742,0.898204]
f_measure
0.9377339245494224 [0.933333,0.953771,0.909091,0.920245]
f_measure
0.9155868906472895 [0.897959,0.933014,0.923077,0.915663]
kappa
0.880820520109443
kappa
0.902794591900058
kappa
0.9088642168887989
kappa
0.9144265527440026
kappa
0.8725011421899588
kappa
0.8975594172620648
kappa
0.8697133847053738
kappa
0.8833796961452633
kappa
0.9056839062030774
kappa
0.872598841345665
kb_relative_information_score
0.8863531001045927
kb_relative_information_score
0.9037812375306983
kb_relative_information_score
0.9168200252511792
kb_relative_information_score
0.9234050480418555
kb_relative_information_score
0.880915566577977
kb_relative_information_score
0.9054754070077862
kb_relative_information_score
0.8836145771965106
kb_relative_information_score
0.8948847137871713
kb_relative_information_score
0.9114104656346568
kb_relative_information_score
0.8859714308195898
mean_absolute_error
0.039377289377289376
mean_absolute_error
0.03205128205128205
mean_absolute_error
0.03021978021978022
mean_absolute_error
0.028388278388278388
mean_absolute_error
0.04212454212454213
mean_absolute_error
0.03388278388278388
mean_absolute_error
0.043119266055045874
mean_absolute_error
0.03853211009174312
mean_absolute_error
0.031192660550458717
mean_absolute_error
0.04220183486238532
mean_prior_absolute_error
0.3311434139730841
mean_prior_absolute_error
0.3311434139730841
mean_prior_absolute_error
0.33137469978129297
mean_prior_absolute_error
0.33137469978129297
mean_prior_absolute_error
0.33137469978129297
mean_prior_absolute_error
0.33137469978129297
mean_prior_absolute_error
0.3311205766710351
mean_prior_absolute_error
0.3311024296804111
mean_prior_absolute_error
0.3311861074705109
mean_prior_absolute_error
0.3311861074705109
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
546 [220,210,33,83]
number_of_instances
546 [220,210,33,83]
number_of_instances
546 [220,210,33,83]
number_of_instances
545 [220,210,32,83]
number_of_instances
545 [221,209,32,83]
number_of_instances
545 [221,209,33,82]
number_of_instances
545 [221,209,33,82]
precision
0.9211609586170052 [0.918919,0.933649,0.903226,0.902439]
precision
0.9361230541535261 [0.923423,0.953052,0.964286,0.915663]
precision
0.9396786377272803 [0.927602,0.956731,0.9375,0.929412]
precision
0.9433936550304836 [0.932432,0.956522,0.911765,0.951807]
precision
0.9158500177995279 [0.908676,0.916279,0.933333,0.926829]
precision
0.9321959873358543 [0.927273,0.938967,0.96875,0.91358]
precision
0.9163249696735415 [0.881356,0.953608,0.857143,0.9375]
precision
0.9239962846058519 [0.894737,0.955665,1,0.892857]
precision
0.9383151570502055 [0.917031,0.970297,0.909091,0.925926]
precision
0.9156476627348187 [0.9,0.933014,0.9375,0.904762]
predictive_accuracy
0.9212454212454213
predictive_accuracy
0.9358974358974359
predictive_accuracy
0.9395604395604396
predictive_accuracy
0.9432234432234432
predictive_accuracy
0.9157509157509157
predictive_accuracy
0.9322344322344323
predictive_accuracy
0.9137614678899082
predictive_accuracy
0.9229357798165139
predictive_accuracy
0.9376146788990826
predictive_accuracy
0.9155963302752294
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
0.9212454212454212 [0.923077,0.938095,0.848485,0.902439]
recall
0.9358974358974359 [0.927602,0.966667,0.818182,0.926829]
recall
0.9395604395604396 [0.931818,0.947619,0.909091,0.951807]
recall
0.9432234432234432 [0.940909,0.942857,0.939394,0.951807]
recall
0.9157509157509157 [0.904545,0.938095,0.848485,0.915663]
recall
0.9322344322344323 [0.927273,0.952381,0.939394,0.891566]
recall
0.9137614678899083 [0.945455,0.880952,0.9375,0.903614]
recall
0.9229357798165138 [0.923077,0.92823,0.9375,0.903614]
recall
0.9376146788990826 [0.950226,0.937799,0.909091,0.914634]
recall
0.9155963302752294 [0.895928,0.933014,0.909091,0.926829]
relative_absolute_error
0.11891309842112706
relative_absolute_error
0.0967897312730104
relative_absolute_error
0.09119519456290794
relative_absolute_error
0.08566821307424685
relative_absolute_error
0.12712057423920503
relative_absolute_error
0.10224915754023012
relative_absolute_error
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relative_absolute_error
0.11637519582364692
relative_absolute_error
0.09418468905201931
relative_absolute_error
0.12742634401155553
root_mean_prior_squared_error
0.4068271240296317
root_mean_prior_squared_error
0.4068271240296317
root_mean_prior_squared_error
0.40711128043132166
root_mean_prior_squared_error
0.40711128043132166
root_mean_prior_squared_error
0.40711128043132166
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0.40711128043132166
root_mean_prior_squared_error
0.4067990554858411
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root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
0.17661444037920204
root_mean_squared_error
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root_relative_squared_error
0.4877676664451686
root_relative_squared_error
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root_relative_squared_error
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root_relative_squared_error
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root_relative_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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total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
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total_cost
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total_cost
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0
usercpu_time_millis
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