10329807
8323
Heinrich Peters
9964
Supervised Classification
16345
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)
8185423
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
24.753397331626346
13389
cache_size
200
13389
class_weight
null
13389
coef0
-0.16579622148374162
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
2.076577193267575
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
45890
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.
1501
semeion
https://www.openml.org/data/download/1592293/phptd5jYj
-1
21581311
description
https://api.openml.org/data/download/21581311/description.xml
-1
21581312
predictions
https://api.openml.org/data/download/21581312/predictions.arff
area_under_roc_curve
0.5105334200016397 [0.543164,0.5,0.531388,0.5,0.5,0.529475,0.5,0.5,0.5,0.5]
average_cost
0
kappa
0.021074724542073115
kb_relative_information_score
0.07957354711038861
mean_absolute_error
0.1758945386063984
mean_prior_absolute_error
0.17999701595290427
number_of_instances
1593 [161,158,162,159,159,161,159,161,158,155]
predictive_accuracy
0.12052730696798493
prior_entropy
3.3218194939376526
recall
0.12052730696798493 [0.198758,0,0.895062,0,0,0.093168,0,0,0,0]
relative_absolute_error
0.9772080813407524
root_mean_prior_squared_error
0.2999974977708246
root_mean_squared_error
0.4193978285666229
root_relative_squared_error
1.3980044223135861
total_cost
0
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.610804688269477 [0.937063,0.5,0.84507,0.5,0.5,0.797421,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
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
0.22168812841771035
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
0.05817192351344296
kb_relative_information_score
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kb_relative_information_score
0.05816660383905945
kb_relative_information_score
0.05882178621875807
kb_relative_information_score
0.05905682852465561
kb_relative_information_score
0.2684741661517261
kb_relative_information_score
0.05882348702858276
kb_relative_information_score
0.05882439457626235
kb_relative_information_score
0.05882439457626235
kb_relative_information_score
0.05882527940508639
mean_absolute_error
0.17999999999999955
mean_absolute_error
0.17999999999999955
mean_absolute_error
0.17999999999999955
mean_absolute_error
0.17987421383647756
mean_absolute_error
0.17987421383647756
mean_absolute_error
0.13962264150943365
mean_absolute_error
0.17987421383647756
mean_absolute_error
0.17987421383647756
mean_absolute_error
0.17987421383647756
mean_absolute_error
0.17987421383647756
mean_prior_absolute_error
0.17999999999999963
mean_prior_absolute_error
0.17999532127261347
mean_prior_absolute_error
0.17999532127261347
mean_prior_absolute_error
0.17999662582343604
mean_prior_absolute_error
0.17999348705453969
mean_prior_absolute_error
0.17999348705453969
mean_prior_absolute_error
0.17999819520788427
mean_prior_absolute_error
0.17999897990010832
mean_prior_absolute_error
0.17999897990010832
mean_prior_absolute_error
0.1799997645923324
number_of_instances
160 [16,16,16,16,16,16,16,16,16,16]
number_of_instances
160 [16,16,16,16,16,16,16,17,16,15]
number_of_instances
160 [16,16,16,16,16,17,16,16,16,15]
number_of_instances
159 [16,16,16,16,16,16,16,16,16,15]
number_of_instances
159 [16,16,17,16,16,16,16,16,15,15]
number_of_instances
159 [16,16,17,16,16,16,16,16,15,15]
number_of_instances
159 [17,16,16,15,16,16,15,16,16,16]
number_of_instances
159 [16,15,16,16,16,16,16,16,16,16]
number_of_instances
159 [16,15,16,16,16,16,16,16,16,16]
number_of_instances
159 [16,16,16,16,15,16,16,16,16,16]
predictive_accuracy
0.1
predictive_accuracy
0.1
predictive_accuracy
0.1
predictive_accuracy
0.10062893081761005
predictive_accuracy
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predictive_accuracy
0.3018867924528302
predictive_accuracy
0.10062893081761005
predictive_accuracy
0.10062893081761005
predictive_accuracy
0.10062893081761005
predictive_accuracy
0.10062893081761005
prior_entropy
3.322035652456755
prior_entropy
3.321695353806615
prior_entropy
3.321695353806615
prior_entropy
3.3217896094452106
prior_entropy
3.3215641679424013
prior_entropy
3.3215641679424013
prior_entropy
3.321906615533436
prior_entropy
3.321962444265476
prior_entropy
3.321962444265476
prior_entropy
3.3220193319359352
recall
0.1 [0,0,1,0,0,0,0,0,0,0]
recall
0.1 [0,0,1,0,0,0,0,0,0,0]
recall
0.1 [0,0,1,0,0,0,0,0,0,0]
recall
0.10062893081761007 [0,0,1,0,0,0,0,0,0,0]
recall
0.10062893081761007 [1,0,0,0,0,0,0,0,0,0]
recall
0.3018867924528302 [1,0,1,0,0,0.9375,0,0,0,0]
recall
0.10062893081761007 [0,0,1,0,0,0,0,0,0,0]
recall
0.10062893081761007 [0,0,1,0,0,0,0,0,0,0]
recall
0.10062893081761007 [0,0,1,0,0,0,0,0,0,0]
recall
0.10062893081761007 [0,0,1,0,0,0,0,0,0,0]
relative_absolute_error
0.9999999999999994
relative_absolute_error
1.0000259936055726
relative_absolute_error
1.0000259936055726
relative_absolute_error
0.9993199206574097
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
0.3000024711829099
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_prior_squared_error
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root_mean_prior_squared_error
0.30000077102561146
root_mean_prior_squared_error
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root_mean_prior_squared_error
0.30000207883977315
root_mean_squared_error
0.424264068711928
root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
0.42411580238948604
root_mean_squared_error
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root_mean_squared_error
0.3736611319222721
root_mean_squared_error
0.42411580238948604
root_mean_squared_error
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root_mean_squared_error
0.42411580238948604
root_mean_squared_error
0.42411580238948604
root_relative_squared_error
1.4142019132010966
root_relative_squared_error
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root_relative_squared_error
1.4142386732799748
root_relative_squared_error
1.4137341970579478
root_relative_squared_error
1.4137588503593859
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
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total_cost
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usercpu_time_millis
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