10329921
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)
8185536
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
0.7528354211939281
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.0
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
0.19343179669761962
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
45586
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
21581539
description
https://api.openml.org/data/download/21581539/description.xml
-1
21581540
predictions
https://api.openml.org/data/download/21581540/predictions.arff
area_under_roc_curve
0.4997201335941191 [0.499759,0.5,0.497379,0.5,0.5,0.500108,0.5,0.5,0.5,0.5]
average_cost
0
kappa
-0.000559673669897801
kb_relative_information_score
0.05932530705307392
mean_absolute_error
0.17978656622723937
mean_prior_absolute_error
0.17999701595290427
number_of_instances
1593 [161,158,162,159,159,161,159,161,158,155]
predictive_accuracy
0.10106716886377903
prior_entropy
3.3218194939376526
recall
0.10106716886377903 [0.099379,0,0.796296,0,0,0.099379,0,0,0,0]
relative_absolute_error
0.9988308154746303
root_mean_prior_squared_error
0.2999974977708246
root_mean_squared_error
0.4240124599905519
root_relative_squared_error
1.4133866553595906
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
0.5034965034965034 [0.5,0.5,0.529412,0.5,0.5,0.503497,0.5,0.5,0.5,0.5]
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
0.006949331456720631
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
0.05817192351344296
kb_relative_information_score
0.05816660383905945
kb_relative_information_score
0.05816660383905945
kb_relative_information_score
0.05882178621875807
kb_relative_information_score
0.05905682852465561
kb_relative_information_score
0.06559412928501755
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
0.17861635220125743
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
0.10062893081761005
predictive_accuracy
0.1069182389937107
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
0.1069182389937107 [0,0,0.058824,0,0,1,0,0,0,0]
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
0.9993373470339736
relative_absolute_error
0.9923489739777921
relative_absolute_error
0.9993112076970354
relative_absolute_error
0.9993068512738239
relative_absolute_error
0.9993068512738239
relative_absolute_error
0.999302494888595
root_mean_prior_squared_error
0.3000024711829099
root_mean_prior_squared_error
0.2999946732668207
root_mean_prior_squared_error
0.2999946732668207
root_mean_prior_squared_error
0.2999968475489186
root_mean_prior_squared_error
0.2999916161668401
root_mean_prior_squared_error
0.2999916161668401
root_mean_prior_squared_error
0.29999946320574855
root_mean_prior_squared_error
0.30000077102561146
root_mean_prior_squared_error
0.30000077102561146
root_mean_prior_squared_error
0.30000207883977315
root_mean_squared_error
0.424264068711928
root_mean_squared_error
0.424264068711928
root_mean_squared_error
0.424264068711928
root_mean_squared_error
0.42411580238948604
root_mean_squared_error
0.42411580238948604
root_mean_squared_error
0.4226302783772803
root_mean_squared_error
0.42411580238948604
root_mean_squared_error
0.42411580238948604
root_mean_squared_error
0.42411580238948604
root_mean_squared_error
0.42411580238948604
root_relative_squared_error
1.4142019132010966
root_relative_squared_error
1.4142386732799748
root_relative_squared_error
1.4142386732799748
root_relative_squared_error
1.4137341970579478
root_relative_squared_error
1.4137588503593859
root_relative_squared_error
1.4088069652661053
root_relative_squared_error
1.4137218708908648
root_relative_squared_error
1.4137157079282263
root_relative_squared_error
1.4137157079282263
root_relative_squared_error
1.4137095450461872
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
usercpu_time_millis
1888.8610980066005
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usercpu_time_millis
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104.24000700004399
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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