10382508
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)
8231682
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
0.08200442824551421
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.5680164008176842
13389
decision_function_shape
"ovr"
13389
degree
5
13389
gamma
0.011344266977438774
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
21686725
description
https://api.openml.org/data/download/21686725/description.xml
-1
21686726
predictions
https://api.openml.org/data/download/21686726/predictions.arff
area_under_roc_curve
0.7562998352132967 [0.767153,0.795226,0.816514,0.604594]
average_cost
0
f_measure
0.6748147027648217 [0.716808,0.751833,0.730435,0.345098]
kappa
0.524096148125542
kb_relative_information_score
0.5502176950905953
mean_absolute_error
0.15029325513196481
mean_prior_absolute_error
0.3312381502905654
number_of_instances
5456 [2205,2097,328,826]
precision
0.7414823809826583 [0.767876,0.631442,0.850202,0.907216]
predictive_accuracy
0.6994134897360703
prior_entropy
1.7146330399083418
recall
0.6994134897360704 [0.672109,0.928946,0.640244,0.213075]
relative_absolute_error
0.4537317184029861
root_mean_prior_squared_error
0.40694354051108633
root_mean_squared_error
0.38767674050936407
root_relative_squared_error
0.9526548572867755
total_cost
0
area_under_roc_curve
0.7651290896708319 [0.792036,0.799702,0.753677,0.608679]
area_under_roc_curve
0.76722881197246 [0.777104,0.807738,0.812334,0.618718]
area_under_roc_curve
0.7284768349811133 [0.718767,0.761012,0.857788,0.620482]
area_under_roc_curve
0.7637046192999979 [0.790979,0.796429,0.782031,0.60133]
area_under_roc_curve
0.7487827713946176 [0.746835,0.796429,0.814283,0.607354]
area_under_roc_curve
0.7576656957299959 [0.768028,0.785417,0.905192,0.60133]
area_under_roc_curve
0.7574658093354086 [0.760979,0.79833,0.885752,0.595303]
area_under_roc_curve
0.7506286760672726 [0.769098,0.786711,0.82715,0.581091]
area_under_roc_curve
0.7663638359824071 [0.779181,0.810314,0.786902,0.611534]
area_under_roc_curve
0.7576178429535161 [0.768379,0.810314,0.742424,0.600419]
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
0.6860547800490479 [0.75,0.756335,0.62963,0.356436]
f_measure
0.6884627118472735 [0.728606,0.764479,0.7,0.380952]
f_measure
0.6433853743225496 [0.65,0.718631,0.761905,0.38835]
f_measure
0.6812437408975138 [0.746341,0.753346,0.655172,0.336634]
f_measure
0.6649823952385232 [0.689487,0.753346,0.724138,0.352941]
f_measure
0.677132720183693 [0.719048,0.741617,0.84375,0.336634]
f_measure
0.6736874461349892 [0.709832,0.755382,0.806452,0.32]
f_measure
0.6654159894647882 [0.720764,0.742747,0.777778,0.28]
f_measure
0.6884351222253808 [0.731707,0.766284,0.716981,0.361905]
f_measure
0.6752851673428866 [0.719424,0.766284,0.653061,0.333333]
kappa
0.5395896932305787
kappa
0.5438234687564446
kappa
0.47274492628201736
kappa
0.5359781586788975
kappa
0.5102333283794399
kappa
0.5296809685619012
kappa
0.527734657423553
kappa
0.5127154941642574
kappa
0.5431489697959881
kappa
0.525638821430874
kb_relative_information_score
0.5550717259702421
kb_relative_information_score
0.566042329121323
kb_relative_information_score
0.5173758836655294
kb_relative_information_score
0.5539645824227482
kb_relative_information_score
0.5396606172315302
kb_relative_information_score
0.5649719458165382
kb_relative_information_score
0.5600095333295944
kb_relative_information_score
0.5402751349881906
kb_relative_information_score
0.5622419483541112
kb_relative_information_score
0.5426062249527459
mean_absolute_error
0.1446886446886447
mean_absolute_error
0.1446886446886447
mean_absolute_error
0.16758241758241757
mean_absolute_error
0.14652014652014653
mean_absolute_error
0.15476190476190477
mean_absolute_error
0.14926739926739926
mean_absolute_error
0.14954128440366973
mean_absolute_error
0.15321100917431194
mean_absolute_error
0.14403669724770643
mean_absolute_error
0.14862385321100918
mean_prior_absolute_error
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mean_prior_absolute_error
0.3311434139730841
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
0.3311205766710351
mean_prior_absolute_error
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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
0.754491692220959 [0.783251,0.640264,0.809524,0.947368]
precision
0.7456506773111767 [0.792553,0.642857,0.777778,0.869565]
precision
0.72141053976497 [0.722222,0.598101,0.8,1]
precision
0.7560426878889969 [0.805263,0.629393,0.76,0.944444]
precision
0.7374562033626628 [0.746032,0.629393,0.84,0.947368]
precision
0.7438829987217084 [0.755,0.632997,0.870968,0.944444]
precision
0.742595714373297 [0.751269,0.641196,0.833333,0.941176]
precision
0.7297697505468688 [0.762626,0.623377,0.954545,0.823529]
precision
0.7486830857067931 [0.793651,0.638978,0.95,0.826087]
precision
0.7438146402565482 [0.765306,0.638978,1,0.85]
predictive_accuracy
0.7106227106227107
predictive_accuracy
0.7106227106227107
predictive_accuracy
0.6648351648351648
predictive_accuracy
0.706959706959707
predictive_accuracy
0.6904761904761905
predictive_accuracy
0.7014652014652014
predictive_accuracy
0.7009174311926606
predictive_accuracy
0.6935779816513761
predictive_accuracy
0.7119266055045871
predictive_accuracy
0.7027522935779816
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
0.7106227106227107 [0.719457,0.92381,0.515152,0.219512]
recall
0.7106227106227107 [0.674208,0.942857,0.636364,0.243902]
recall
0.6648351648351648 [0.590909,0.9,0.727273,0.240964]
recall
0.706959706959707 [0.695455,0.938095,0.575758,0.204819]
recall
0.6904761904761905 [0.640909,0.938095,0.636364,0.216867]
recall
0.7014652014652014 [0.686364,0.895238,0.818182,0.204819]
recall
0.7009174311926606 [0.672727,0.919048,0.78125,0.192771]
recall
0.6935779816513762 [0.683258,0.91866,0.65625,0.168675]
recall
0.7119266055045872 [0.678733,0.956938,0.575758,0.231707]
recall
0.7027522935779816 [0.678733,0.956938,0.484848,0.207317]
relative_absolute_error
0.4369365011753042
relative_absolute_error
0.4369365011753042
relative_absolute_error
0.5057188062124894
relative_absolute_error
0.442158519092887
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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relative_absolute_error
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root_mean_prior_squared_error
0.4068271240296317
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0.4068271240296317
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_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_mean_squared_error
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root_relative_squared_error
0.9349907702049071
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
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total_cost
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total_cost
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usercpu_time_millis
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