10559393
8323
Heinrich Peters
3549
Supervised Classification
17494
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(4)
8270240
copy
true
17405
with_mean
true
17405
with_std
true
17405
add_indicator
false
17407
copy
true
17407
fill_value
null
17407
missing_values
NaN
17407
strategy
"median"
17407
verbose
0
17407
memory
null
17494
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"}}]
17494
verbose
false
17494
C
19123.80231242732
17495
cache_size
200
17495
class_weight
null
17495
coef0
-0.09813781928359377
17495
decision_function_shape
"ovr"
17495
degree
3
17495
gamma
1.2226691292578007
17495
kernel
"poly"
17495
max_iter
-1
17495
probability
true
17495
random_state
1
17495
shrinking
true
17495
tol
0.001
17495
verbose
false
17495
openml-python
Sklearn_0.21.2.
458
analcatdata_authorship
https://www.openml.org/data/download/52570/analcatdata_authorship.arff
-1
22043751
description
https://api.openml.org/data/download/22043751/description.xml
-1
22043752
predictions
https://api.openml.org/data/download/22043752/predictions.arff
area_under_roc_curve
0.9998424717405527 [0.999819,0.999746,1,1]
average_cost
0
f_measure
0.9952398072531335 [0.995276,0.994924,0.990826,0.997118]
kappa
0.9930793712184953
kb_relative_information_score
0.9740339660850603
mean_absolute_error
0.013583700469708556
mean_prior_absolute_error
0.3438742269346884
weighted_recall
0.995243757431629 [0.996845,0.993243,0.981818,1]
number_of_instances
841 [317,296,55,173]
precision
0.9952540387682572 [0.993711,0.99661,1,0.994253]
predictive_accuracy
0.9952437574316291
prior_entropy
1.7874257213274838
relative_absolute_error
0.039501944041559385
root_mean_prior_squared_error
0.41456416029192655
root_mean_squared_error
0.052932537123866884
root_relative_squared_error
0.12768237632166035
total_cost
0
unweighted_recall
0.9929767127322332 [0.996845,0.993243,0.981818,1]
area_under_roc_curve
0.9991282413479973 [0.998821,0.998788,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
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
0.9882260909578956 [0.984615,0.983051,1,1]
f_measure
1 [1,1,1,1]
f_measure
1 [1,1,1,1]
f_measure
1 [1,1,1,1]
f_measure
0.9880983358735114 [0.984127,0.983607,1,1]
f_measure
0.988085925374061 [0.984615,0.983051,1,1]
f_measure
1 [1,1,1,1]
f_measure
0.9877149877149878 [1,1,0.909091,0.972973]
f_measure
1 [1,1,1,1]
f_measure
1 [1,1,1,1]
kappa
0.9829111379171693
kappa
1
kappa
1
kappa
1
kappa
0.9825726141078839
kappa
0.9825581395348838
kappa
1
kappa
0.9827939369111021
kappa
1
kappa
1
kb_relative_information_score
0.9632224382407238
kb_relative_information_score
0.981363145507837
kb_relative_information_score
0.9763936216941186
kb_relative_information_score
0.979195446417512
kb_relative_information_score
0.9775862080169598
kb_relative_information_score
0.9746894786241082
kb_relative_information_score
0.974136767024463
kb_relative_information_score
0.9637075217871504
kb_relative_information_score
0.964856065836301
kb_relative_information_score
0.9856458877465348
mean_absolute_error
0.018813877125744845
mean_absolute_error
0.01069968670947033
mean_absolute_error
0.012841646742511875
mean_absolute_error
0.011381686250393352
mean_absolute_error
0.011902871208581528
mean_absolute_error
0.012698867836458677
mean_absolute_error
0.013386620222133314
mean_absolute_error
0.016231815691231277
mean_absolute_error
0.019503816281343227
mean_absolute_error
0.008313852621407113
mean_prior_absolute_error
0.3442046641141667
mean_prior_absolute_error
0.3427444350521277
mean_prior_absolute_error
0.3427444350521277
mean_prior_absolute_error
0.3427444350521277
mean_prior_absolute_error
0.3427444350521277
mean_prior_absolute_error
0.3427444350521277
mean_prior_absolute_error
0.34444209636517364
mean_prior_absolute_error
0.34545646661031304
mean_prior_absolute_error
0.34545646661031304
mean_prior_absolute_error
0.34545646661031304
number_of_instances
85 [32,30,6,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,29,6,17]
number_of_instances
84 [31,29,6,18]
number_of_instances
84 [31,29,6,18]
number_of_instances
84 [31,29,6,18]
precision
0.9885918003565063 [0.969697,1,1,1]
precision
1 [1,1,1,1]
precision
1 [1,1,1,1]
precision
1 [1,1,1,1]
precision
0.988479262672811 [1,0.967742,1,1]
precision
0.9884559884559885 [0.969697,1,1,1]
precision
1 [1,1,1,1]
precision
0.9887218045112782 [1,1,1,0.947368]
precision
1 [1,1,1,1]
precision
1 [1,1,1,1]
predictive_accuracy
0.9882352941176471
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9880952380952381
predictive_accuracy
0.9880952380952381
predictive_accuracy
1
predictive_accuracy
0.9880952380952381
predictive_accuracy
1
predictive_accuracy
1
prior_entropy
1.7955605058178263
prior_entropy
1.7703236950643249
prior_entropy
1.7703236950643249
prior_entropy
1.7703236950643249
prior_entropy
1.7703236950643249
prior_entropy
1.7703236950643249
prior_entropy
1.7989780307636483
prior_entropy
1.8093344528997866
prior_entropy
1.8093344528997866
prior_entropy
1.8093344528997866
relative_absolute_error
0.05465898370134987
relative_absolute_error
0.03121768179209977
relative_absolute_error
0.037467119606358595
relative_absolute_error
0.033207501235322234
relative_absolute_error
0.03472812390599786
relative_absolute_error
0.0370505441890758
relative_absolute_error
0.038864646230526274
relative_absolute_error
0.046986573592039116
relative_absolute_error
0.05645810157418246
relative_absolute_error
0.024066281644643316
root_mean_prior_squared_error
0.4149625045447236
root_mean_prior_squared_error
0.41319928740982936
root_mean_prior_squared_error
0.41319928740982936
root_mean_prior_squared_error
0.41319928740982936
root_mean_prior_squared_error
0.41319928740982936
root_mean_prior_squared_error
0.41319928740982936
root_mean_prior_squared_error
0.4152484947944263
root_mean_prior_squared_error
0.416468105230372
root_mean_prior_squared_error
0.416468105230372
root_mean_prior_squared_error
0.416468105230372
root_mean_squared_error
0.08316678294570783
root_mean_squared_error
0.032402983309113995
root_mean_squared_error
0.04540269407317383
root_mean_squared_error
0.03907391152349096
root_mean_squared_error
0.049430683752707566
root_mean_squared_error
0.05425166310654693
root_mean_squared_error
0.049752355293370173
root_mean_squared_error
0.06506713373659129
root_mean_squared_error
0.057553569249461714
root_mean_squared_error
0.03172741083784301
root_relative_squared_error
0.20041999466181729
root_relative_squared_error
0.07841974634621109
root_relative_squared_error
0.10988086247143361
root_relative_squared_error
0.09456432456219539
root_relative_squared_error
0.11962916021120827
root_relative_squared_error
0.13129660374447288
root_relative_squared_error
0.11981345126368409
root_relative_squared_error
0.15623557463205734
root_relative_squared_error
0.13819442239790627
root_relative_squared_error
0.07618209039151458
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
unweighted_recall
0.9916666666666667 [1,0.966667,1,1]
unweighted_recall
1 [1,1,1,1]
unweighted_recall
1 [1,1,1,1]
unweighted_recall
1 [1,1,1,1]
unweighted_recall
0.9921875 [0.96875,1,1,1]
unweighted_recall
0.9916666666666667 [1,0.966667,1,1]
unweighted_recall
1 [1,1,1,1]
unweighted_recall
0.9583333333333334 [1,1,0.833333,1]
unweighted_recall
1 [1,1,1,1]
unweighted_recall
1 [1,1,1,1]
usercpu_time_millis
303.5199999999989
usercpu_time_millis
291.83599999999643
usercpu_time_millis
306.0919999999996
usercpu_time_millis
284.00400000000303
usercpu_time_millis
290.89799999999855
usercpu_time_millis
300.75000000000074
usercpu_time_millis
279.8579999999973
usercpu_time_millis
281.9499999999948
usercpu_time_millis
285.420000000002
usercpu_time_millis
293.07000000000016
usercpu_time_millis_testing
4.410000000000025
usercpu_time_millis_testing
5.321999999999605
usercpu_time_millis_testing
4.781999999998732
usercpu_time_millis_testing
4.885999999999058
usercpu_time_millis_testing
4.511999999998295
usercpu_time_millis_testing
4.6520000000001005
usercpu_time_millis_testing
4.607999999997503
usercpu_time_millis_testing
4.494000000001108
usercpu_time_millis_testing
6.878000000000384
usercpu_time_millis_testing
4.742000000000246
usercpu_time_millis_training
299.1099999999989
usercpu_time_millis_training
286.5139999999968
usercpu_time_millis_training
301.31000000000085
usercpu_time_millis_training
279.118000000004
usercpu_time_millis_training
286.38600000000025
usercpu_time_millis_training
296.09800000000064
usercpu_time_millis_training
275.2499999999998
usercpu_time_millis_training
277.4559999999937
usercpu_time_millis_training
278.5420000000016
usercpu_time_millis_training
288.3279999999999
wall_clock_time_millis
153.69009971618652
wall_clock_time_millis
147.3217010498047
wall_clock_time_millis
154.29162979125977
wall_clock_time_millis
143.29099655151367
wall_clock_time_millis
147.0348834991455
wall_clock_time_millis
151.88336372375488
wall_clock_time_millis
140.40303230285645
wall_clock_time_millis
141.43896102905273
wall_clock_time_millis
143.3711051940918
wall_clock_time_millis
153.07164192199707
wall_clock_time_millis_testing
2.2079944610595703
wall_clock_time_millis_testing
2.6917457580566406
wall_clock_time_millis_testing
2.385854721069336
wall_clock_time_millis_testing
2.4518966674804688
wall_clock_time_millis_testing
2.2928714752197266
wall_clock_time_millis_testing
2.3300647735595703
wall_clock_time_millis_testing
2.3140907287597656
wall_clock_time_millis_testing
2.2542476654052734
wall_clock_time_millis_testing
3.4890174865722656
wall_clock_time_millis_testing
2.3763179779052734
wall_clock_time_millis_training
151.48210525512695
wall_clock_time_millis_training
144.62995529174805
wall_clock_time_millis_training
151.90577507019043
wall_clock_time_millis_training
140.8390998840332
wall_clock_time_millis_training
144.74201202392578
wall_clock_time_millis_training
149.5532989501953
wall_clock_time_millis_training
138.08894157409668
wall_clock_time_millis_training
139.18471336364746
wall_clock_time_millis_training
139.88208770751953
wall_clock_time_millis_training
150.6953239440918
weighted_recall
0.9882352941176471 [1,0.966667,1,1]
weighted_recall
1 [1,1,1,1]
weighted_recall
1 [1,1,1,1]
weighted_recall
1 [1,1,1,1]
weighted_recall
0.9880952380952381 [0.96875,1,1,1]
weighted_recall
0.9880952380952381 [1,0.966667,1,1]
weighted_recall
1 [1,1,1,1]
weighted_recall
0.9880952380952381 [1,1,0.833333,1]
weighted_recall
1 [1,1,1,1]
weighted_recall
1 [1,1,1,1]