10377536
8323
Heinrich Peters
3549
Supervised Classification
16345
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)
8232050
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"median"
12737
verbose
0
12737
copy
true
13294
with_mean
true
13294
with_std
true
13294
C
29.39864396838416
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.15746518290620926
13389
decision_function_shape
"ovr"
13389
degree
2
13389
gamma
0.013790382282982875
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
1
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.
458
analcatdata_authorship
https://www.openml.org/data/download/52570/analcatdata_authorship.arff
-1
21676781
description
https://api.openml.org/data/download/21676781/description.xml
-1
21676782
predictions
https://api.openml.org/data/download/21676782/predictions.arff
area_under_roc_curve
0.996256740668114 [0.996514,0.994787,0.990909,1]
average_cost
0
f_measure
0.9952411118296803 [0.995276,0.993243,0.990826,1]
kappa
0.9930776195571651
kb_relative_information_score
0.9931001818726035
mean_absolute_error
0.0023781212841854932
mean_prior_absolute_error
0.3438742269346884
number_of_instances
841 [317,296,55,173]
precision
0.9952512358004472 [0.993711,0.993243,1,1]
predictive_accuracy
0.9952437574316291
prior_entropy
1.7874257213274838
recall
0.995243757431629 [0.996845,0.993243,0.981818,1]
relative_absolute_error
0.006915671771578179
root_mean_prior_squared_error
0.41456416029192655
root_mean_squared_error
0.04876598490941707
root_relative_squared_error
0.11763193633303269
total_cost
0
area_under_roc_curve
0.9905660377358491 [0.990566,0.983333,1,1]
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
0.9907407407407408 [0.984375,0.990741,1,1]
area_under_roc_curve
0.9903846153846154 [0.990385,0.983333,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
0.9909090909090909 [1,0.990909,0.916667,1]
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
0.9876550003668647 [1,0.983051,0.909091,1]
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
0.9827550810921782
kappa
1
kappa
1
kb_relative_information_score
0.9860226253672303
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
0.9859383197947719
kb_relative_information_score
0.9856546018181837
kb_relative_information_score
1
kb_relative_information_score
0.9735868501534317
kb_relative_information_score
1
kb_relative_information_score
1
mean_absolute_error
0.0058823529411764705
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0.005952380952380952
mean_absolute_error
0.005952380952380952
mean_absolute_error
0
mean_absolute_error
0.005952380952380952
mean_absolute_error
0
mean_absolute_error
0
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
0.9884920634920634 [1,0.966667,1,1]
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
recall
0.9882352941176471 [1,0.966667,1,1]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
recall
0.9880952380952381 [0.96875,1,1,1]
recall
0.9880952380952381 [1,0.966667,1,1]
recall
1 [1,1,1,1]
recall
0.9880952380952381 [1,1,0.833333,1]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
relative_absolute_error
0.017089695621397494
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0.017366820124958878
relative_absolute_error
0.017366820124958878
relative_absolute_error
0
relative_absolute_error
0.017230480618258177
relative_absolute_error
0
relative_absolute_error
0
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
0.07669649888473705
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0.07715167498104596
root_mean_squared_error
0.07715167498104596
root_mean_squared_error
0
root_mean_squared_error
0.07715167498104596
root_mean_squared_error
0
root_mean_squared_error
0
root_relative_squared_error
0.18482753994577092
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0.1867178316416686
root_relative_squared_error
0.1867178316416686
root_relative_squared_error
0
root_relative_squared_error
0.1852523014658446
root_relative_squared_error
0
root_relative_squared_error
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
total_cost
0
usercpu_time_millis
64.17674799999418
usercpu_time_millis
60.1372250000054
usercpu_time_millis
49.01292600001739
usercpu_time_millis
46.029139000012265
usercpu_time_millis
49.38406900001269
usercpu_time_millis
62.92074399999592
usercpu_time_millis
64.66856399998733
usercpu_time_millis
56.15393599998697
usercpu_time_millis
47.050272000007
usercpu_time_millis
47.87357800000791
usercpu_time_millis_testing
6.068108999983224
usercpu_time_millis_testing
4.070219999988467
usercpu_time_millis_testing
3.86213100000532
usercpu_time_millis_testing
3.8920950000260746
usercpu_time_millis_testing
3.9672380000013163
usercpu_time_millis_testing
5.804126000015231
usercpu_time_millis_testing
5.8416610000051605
usercpu_time_millis_testing
3.952929999996968
usercpu_time_millis_testing
3.907140999984904
usercpu_time_millis_testing
4.08184700000902
usercpu_time_millis_training
58.10863900001095
usercpu_time_millis_training
56.067005000016934
usercpu_time_millis_training
45.15079500001207
usercpu_time_millis_training
42.13704399998619
usercpu_time_millis_training
45.41683100001137
usercpu_time_millis_training
57.11661799998069
usercpu_time_millis_training
58.82690299998217
usercpu_time_millis_training
52.20100599999
usercpu_time_millis_training
43.143131000022095
usercpu_time_millis_training
43.79173099999889
wall_clock_time_millis
64.20397758483887
wall_clock_time_millis
60.15348434448242
wall_clock_time_millis
49.019813537597656
wall_clock_time_millis
46.068668365478516
wall_clock_time_millis
49.39150810241699
wall_clock_time_millis
62.928199768066406
wall_clock_time_millis
64.67843055725098
wall_clock_time_millis
56.16021156311035
wall_clock_time_millis
47.055721282958984
wall_clock_time_millis
47.88017272949219
wall_clock_time_millis_testing
6.088972091674805
wall_clock_time_millis_testing
4.0740966796875
wall_clock_time_millis_testing
3.864765167236328
wall_clock_time_millis_testing
3.895282745361328
wall_clock_time_millis_testing
3.9703845977783203
wall_clock_time_millis_testing
5.808115005493164
wall_clock_time_millis_testing
5.845546722412109
wall_clock_time_millis_testing
3.956317901611328
wall_clock_time_millis_testing
3.909587860107422
wall_clock_time_millis_testing
4.084587097167969
wall_clock_time_millis_training
58.11500549316406
wall_clock_time_millis_training
56.07938766479492
wall_clock_time_millis_training
45.15504837036133
wall_clock_time_millis_training
42.17338562011719
wall_clock_time_millis_training
45.42112350463867
wall_clock_time_millis_training
57.12008476257324
wall_clock_time_millis_training
58.83288383483887
wall_clock_time_millis_training
52.20389366149902
wall_clock_time_millis_training
43.14613342285156
wall_clock_time_millis_training
43.79558563232422