10381950
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)
8231655
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
1066.720249983584
13389
cache_size
200
13389
class_weight
null
13389
coef0
-0.5152191769846266
13389
decision_function_shape
"ovr"
13389
degree
1
13389
gamma
0.08929278293093357
13389
kernel
"poly"
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
21685609
description
https://api.openml.org/data/download/21685609/description.xml
-1
21685610
predictions
https://api.openml.org/data/download/21685610/predictions.arff
area_under_roc_curve
0.790474087563544 [0.786366,0.79942,0.793701,0.777447]
average_cost
0
f_measure
0.7303156670500143 [0.743905,0.754235,0.635783,0.670851]
kappa
0.589385729141677
kb_relative_information_score
0.6161826913236945
mean_absolute_error
0.13379765395894427
mean_prior_absolute_error
0.3312381502905654
number_of_instances
5456 [2205,2097,328,826]
precision
0.7370307082400813 [0.762131,0.700163,0.667785,0.791118]
predictive_accuracy
0.7324046920821113
prior_entropy
1.7146330399083418
recall
0.7324046920821115 [0.726531,0.817358,0.606707,0.582324]
relative_absolute_error
0.4039318956514388
root_mean_prior_squared_error
0.40694354051108633
root_mean_squared_error
0.3657836163074342
root_relative_squared_error
0.8988559342852359
total_cost
0
area_under_roc_curve
0.7950064900314446 [0.807511,0.81369,0.718501,0.744244]
area_under_roc_curve
0.7834520504030485 [0.786697,0.783036,0.822612,0.760014]
area_under_roc_curve
0.789598352381821 [0.78246,0.784821,0.886142,0.782222]
area_under_roc_curve
0.7942985635691329 [0.790073,0.812202,0.704324,0.795974]
area_under_roc_curve
0.7832189405750718 [0.77104,0.794643,0.714602,0.813878]
area_under_roc_curve
0.7881513117956052 [0.782348,0.791071,0.878345,0.760285]
area_under_roc_curve
0.7827683622420463 [0.767517,0.792857,0.830105,0.779416]
area_under_roc_curve
0.797054715914365 [0.79851,0.794771,0.838877,0.782807]
area_under_roc_curve
0.7971538839392849 [0.799334,0.813646,0.766868,0.761431]
area_under_roc_curve
0.794093254533685 [0.778043,0.813589,0.77909,0.793697]
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
0.733964542279697 [0.771619,0.770601,0.526316,0.622222]
f_measure
0.718192527402273 [0.743529,0.735683,0.666667,0.62585]
f_measure
0.7314024192208471 [0.737589,0.737991,0.776119,0.680556]
f_measure
0.73220536120146 [0.747045,0.768898,0.509091,0.688742]
f_measure
0.723742102174519 [0.723404,0.749465,0.491803,0.751773]
f_measure
0.7251280399608003 [0.73903,0.744395,0.693333,0.652174]
f_measure
0.7218486208880165 [0.722727,0.746606,0.647059,0.685714]
f_measure
0.7401741784915368 [0.759259,0.74833,0.745763,0.666667]
f_measure
0.7390505527782173 [0.759907,0.769892,0.631579,0.647482]
f_measure
0.7334653645515049 [0.733645,0.769912,0.622951,0.684564]
kappa
0.5960991466883381
kappa
0.5724178878350642
kappa
0.5916000225420228
kappa
0.5946297098310959
kappa
0.5772859590808679
kappa
0.5843878515415464
kappa
0.5758470688890952
kappa
0.6035013853845796
kappa
0.6027841550963885
kappa
0.5956160826080907
kb_relative_information_score
0.6083939771507244
kb_relative_information_score
0.6035776368438058
kb_relative_information_score
0.6304195918505062
kb_relative_information_score
0.611206702315689
kb_relative_information_score
0.6011690984340214
kb_relative_information_score
0.619897026216097
kb_relative_information_score
0.610014385640657
kb_relative_information_score
0.6340498754681846
kb_relative_information_score
0.6220150420358427
kb_relative_information_score
0.6211369211839094
mean_absolute_error
0.13003663003663005
mean_absolute_error
0.1401098901098901
mean_absolute_error
0.1336996336996337
mean_absolute_error
0.13186813186813187
mean_absolute_error
0.13736263736263737
mean_absolute_error
0.13644688644688643
mean_absolute_error
0.13853211009174313
mean_absolute_error
0.12935779816513762
mean_absolute_error
0.12844036697247707
mean_absolute_error
0.13211009174311927
mean_prior_absolute_error
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mean_prior_absolute_error
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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
0.7414025725716751 [0.756522,0.723849,0.625,0.792453]
precision
0.7233094214178705 [0.77451,0.684426,0.666667,0.707692]
precision
0.7400664897137957 [0.768473,0.681452,0.764706,0.803279]
precision
0.7389178587948952 [0.778325,0.703557,0.636364,0.764706]
precision
0.7368723733442639 [0.753695,0.680934,0.535714,0.913793]
precision
0.7349958657635226 [0.751174,0.70339,0.619048,0.818182]
precision
0.7299151205018769 [0.722727,0.711207,0.611111,0.842105]
precision
0.7451135494126202 [0.777251,0.7,0.814815,0.746269]
precision
0.7501120382665379 [0.783654,0.699219,0.75,0.789474]
precision
0.7377677909471474 [0.758454,0.716049,0.678571,0.761194]
predictive_accuracy
0.7399267399267399
predictive_accuracy
0.7197802197802197
predictive_accuracy
0.7326007326007326
predictive_accuracy
0.7362637362637362
predictive_accuracy
0.7252747252747253
predictive_accuracy
0.7271062271062272
predictive_accuracy
0.7229357798165138
predictive_accuracy
0.7412844036697248
predictive_accuracy
0.7431192660550459
predictive_accuracy
0.7357798165137615
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
0.73992673992674 [0.78733,0.82381,0.454545,0.512195]
recall
0.7197802197802198 [0.714932,0.795238,0.666667,0.560976]
recall
0.7326007326007326 [0.709091,0.804762,0.787879,0.590361]
recall
0.7362637362637363 [0.718182,0.847619,0.424242,0.626506]
recall
0.7252747252747253 [0.695455,0.833333,0.454545,0.638554]
recall
0.7271062271062271 [0.727273,0.790476,0.787879,0.542169]
recall
0.7229357798165138 [0.722727,0.785714,0.6875,0.578313]
recall
0.7412844036697248 [0.742081,0.803828,0.6875,0.60241]
recall
0.7431192660550459 [0.737557,0.856459,0.545455,0.54878]
recall
0.7357798165137615 [0.710407,0.832536,0.575758,0.621951]
relative_absolute_error
0.39268976687907087
relative_absolute_error
0.42310939670773123
relative_absolute_error
0.4034696486722594
relative_absolute_error
0.3979426671835983
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
0.387819307861256
relative_absolute_error
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root_mean_prior_squared_error
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root_mean_prior_squared_error
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root_mean_prior_squared_error
0.40711128043132166
root_mean_prior_squared_error
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root_mean_prior_squared_error
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root_mean_prior_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_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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root_relative_squared_error
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total_cost
0
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total_cost
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usercpu_time_millis
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