10329912
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)
8185527
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
0.04627508381299772
13389
cache_size
200
13389
class_weight
null
13389
coef0
-0.563230253602446
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
0.00011061707084433878
13389
kernel
"sigmoid"
13389
max_iter
-1
13389
probability
false
13389
random_state
39429
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
21581521
description
https://api.openml.org/data/download/21581521/description.xml
-1
21581522
predictions
https://api.openml.org/data/download/21581522/predictions.arff
area_under_roc_curve
0.5307679807455816 [0.594141,0.5,0.556662,0.5,0.5,0.580984,0.5,0.572292,0.5,0.5]
average_cost
0
kappa
0.06156626479599782
kb_relative_information_score
0.11747809404024506
mean_absolute_error
0.16861268047708305
mean_prior_absolute_error
0.17999701595290427
number_of_instances
1593 [161,158,162,159,159,161,159,161,158,155]
predictive_accuracy
0.15693659761456372
prior_entropy
3.3218194939376526
recall
0.15693659761456372 [0.198758,0,0.993827,0,0,0.180124,0,0.173913,0,0]
relative_absolute_error
0.9367526432838202
root_mean_prior_squared_error
0.2999974977708246
root_mean_squared_error
0.41062474411204575
root_relative_squared_error
1.3687605635488733
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
0.6489953708263568 [0.968531,0.5,0.776926,0.5,0.5,0.923295,0.5,0.79458,0.5,0.5]
area_under_roc_curve
0.6629075150201911 [0.979021,0.5,0.795775,0.5,0.5,0.892045,0.5,0.933566,0.5,0.5]
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
0.2985087796699903
kappa
0.3264495631453535
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
0.34056344515209575
kb_relative_information_score
0.3667573908526407
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
0.12578616352201233
mean_absolute_error
0.12075471698113185
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
0.37106918238993714
predictive_accuracy
0.3962264150943396
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
0.3710691823899371 [1,0,0.941176,0,0,0.9375,0,0.75,0,0]
recall
0.39622641509433965 [1,0,1,0,0,0.875,0,1,0,0]
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
0.6988373056181636
relative_absolute_error
0.6708838133934372
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
0.354663451065954
root_mean_squared_error
0.3474977942104552
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
1.182244542689847
root_relative_squared_error
1.1583583523120677
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
1919.4314749911427
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1915.7142549956916
usercpu_time_millis
1907.4318490020232
usercpu_time_millis
1913.679299002979
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis_testing
108.79727300198283
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108.09826299373526
usercpu_time_millis_testing
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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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usercpu_time_millis_testing
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usercpu_time_millis_testing
107.5465850008186
usercpu_time_millis_testing
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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_testing
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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