10327865
8323
Heinrich Peters
146817
Supervised Classification
16345
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)
8183518
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
copy
true
13294
with_mean
true
13294
with_std
true
13294
C
0.18102401530187834
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.9102558707709079
13389
decision_function_shape
"ovr"
13389
degree
2
13389
gamma
2.518262200985078e-05
13389
kernel
"poly"
13389
max_iter
-1
13389
probability
false
13389
random_state
54551
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.
40982
steel-plates-fault
https://www.openml.org/data/download/18151921/php5s7Ep8
-1
21577416
description
https://api.openml.org/data/download/21577416/description.xml
-1
21577417
predictions
https://api.openml.org/data/download/21577417/predictions.arff
area_under_roc_curve
0.5003943217665615 [0.5,0.5,0.501279,0.500394,0.5,0.5,0.5]
average_cost
0
kappa
0.0009031188679935398
kb_relative_information_score
0.15344014503263337
mean_absolute_error
0.18650180319422696
mean_prior_absolute_error
0.2223438305942003
number_of_instances
1941 [402,55,391,673,158,72,190]
predictive_accuracy
0.34724368882019574
prior_entropy
2.4106995883230287
recall
0.3472436888201958 [0,0,0.002558,1,0,0,0]
relative_absolute_error
0.8387990919100939
root_mean_prior_squared_error
0.3333637532267832
root_mean_squared_error
0.43185854535278906
root_relative_squared_error
1.2954574130289478
total_cost
0
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5039370078740157 [0.5,0.5,0.512821,0.503937,0.5,0.5,0.5]
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
0.009000243249817562
kb_relative_information_score
0.15028899251446076
kb_relative_information_score
0.15194649411538852
kb_relative_information_score
0.15619616909236547
kb_relative_information_score
0.15619616909236547
kb_relative_information_score
0.15619616909236547
kb_relative_information_score
0.15164735319317807
kb_relative_information_score
0.15164735319317807
kb_relative_information_score
0.15164735319317807
kb_relative_information_score
0.15164735319317807
kb_relative_information_score
0.15703758189232625
mean_absolute_error
0.18754578754578727
mean_absolute_error
0.18703976435935174
mean_absolute_error
0.1855670103092781
mean_absolute_error
0.1855670103092781
mean_absolute_error
0.1855670103092781
mean_absolute_error
0.18703976435935174
mean_absolute_error
0.18703976435935174
mean_absolute_error
0.18703976435935174
mean_absolute_error
0.18703976435935174
mean_absolute_error
0.1855670103092781
mean_prior_absolute_error
0.22235334822603825
mean_prior_absolute_error
0.2222580918309025
mean_prior_absolute_error
0.22205320664221154
mean_prior_absolute_error
0.22205320664221154
mean_prior_absolute_error
0.22205320664221154
mean_prior_absolute_error
0.2225204355964957
mean_prior_absolute_error
0.2225204355964957
mean_prior_absolute_error
0.2225204355964957
mean_prior_absolute_error
0.2225204355964957
mean_prior_absolute_error
0.2225854545124641
number_of_instances
195 [41,5,40,67,15,8,19]
number_of_instances
194 [41,5,39,67,16,7,19]
number_of_instances
194 [40,5,39,68,16,7,19]
number_of_instances
194 [40,5,39,68,16,7,19]
number_of_instances
194 [40,5,39,68,16,7,19]
number_of_instances
194 [40,6,39,67,16,7,19]
number_of_instances
194 [40,6,39,67,16,7,19]
number_of_instances
194 [40,6,39,67,16,7,19]
number_of_instances
194 [40,6,39,67,16,7,19]
number_of_instances
194 [40,6,39,67,15,8,19]
predictive_accuracy
0.3435897435897436
predictive_accuracy
0.34536082474226804
predictive_accuracy
0.3505154639175258
predictive_accuracy
0.3505154639175258
predictive_accuracy
0.3505154639175258
predictive_accuracy
0.34536082474226804
predictive_accuracy
0.34536082474226804
predictive_accuracy
0.34536082474226804
predictive_accuracy
0.34536082474226804
predictive_accuracy
0.3505154639175258
prior_entropy
2.4086971702017688
prior_entropy
2.4034011426545026
prior_entropy
2.3995765614552553
prior_entropy
2.3995765614552553
prior_entropy
2.3995765614552553
prior_entropy
2.4180778493888857
prior_entropy
2.4180778493888857
prior_entropy
2.4180778493888857
prior_entropy
2.4180778493888857
prior_entropy
2.4238668101950935
recall
0.3435897435897436 [0,0,0,1,0,0,0]
recall
0.34536082474226804 [0,0,0,1,0,0,0]
recall
0.35051546391752575 [0,0,0,1,0,0,0]
recall
0.35051546391752575 [0,0,0,1,0,0,0]
recall
0.35051546391752575 [0,0,0,1,0,0,0]
recall
0.34536082474226804 [0,0,0,1,0,0,0]
recall
0.34536082474226804 [0,0,0,1,0,0,0]
recall
0.34536082474226804 [0,0,0,1,0,0,0]
recall
0.34536082474226804 [0,0,0,1,0,0,0]
recall
0.35051546391752575 [0,0,0.025641,1,0,0,0]
relative_absolute_error
0.8434583470051165
relative_absolute_error
0.8415431034189504
relative_absolute_error
0.8356871450556322
relative_absolute_error
0.8356871450556322
relative_absolute_error
0.8356871450556322
relative_absolute_error
0.8405509537043945
relative_absolute_error
0.8405509537043945
relative_absolute_error
0.8405509537043945
relative_absolute_error
0.8405509537043945
relative_absolute_error
0.8336888442047184
root_mean_prior_squared_error
0.33337802806616484
root_mean_prior_squared_error
0.3332351320046385
root_mean_prior_squared_error
0.33292757172312704
root_mean_prior_squared_error
0.33292757172312704
root_mean_prior_squared_error
0.33292757172312704
root_mean_prior_squared_error
0.3336285314054271
root_mean_prior_squared_error
0.3336285314054271
root_mean_prior_squared_error
0.3336285314054271
root_mean_prior_squared_error
0.3336285314054271
root_mean_prior_squared_error
0.33372595925955534
root_mean_squared_error
0.4330655695686131
root_mean_squared_error
0.4324809410359626
root_mean_squared_error
0.4307748951706426
root_mean_squared_error
0.4307748951706426
root_mean_squared_error
0.4307748951706426
root_mean_squared_error
0.4324809410359626
root_mean_squared_error
0.4324809410359626
root_mean_squared_error
0.4324809410359626
root_mean_squared_error
0.4324809410359626
root_mean_squared_error
0.4307748951706426
root_relative_squared_error
1.299022530311036
root_relative_squared_error
1.2978251675754962
root_relative_squared_error
1.2938997300256299
root_relative_squared_error
1.2938997300256299
root_relative_squared_error
1.2938997300256299
root_relative_squared_error
1.2962948319021599
root_relative_squared_error
1.2962948319021599
root_relative_squared_error
1.2962948319021599
root_relative_squared_error
1.2962948319021599
root_relative_squared_error
1.29080427583881
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
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total_cost
0
total_cost
0
total_cost
0
usercpu_time_millis
254.75991800340125
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252.383753999311
usercpu_time_millis
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usercpu_time_millis
249.8878069964121
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usercpu_time_millis
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usercpu_time_millis
249.3291560022044
usercpu_time_millis
244.14238100143848
usercpu_time_millis
244.00675599463284
usercpu_time_millis
244.86492600408383
usercpu_time_millis_testing
20.636913999624085
usercpu_time_millis_testing
20.554695998725947
usercpu_time_millis_testing
20.506300999841187
usercpu_time_millis_testing
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usercpu_time_millis_testing
20.34684100362938
usercpu_time_millis_testing
21.816811997268815
usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
19.576961996790487
usercpu_time_millis_testing
19.161701005941723
usercpu_time_millis_training
234.12300400377717
usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis_testing
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