10377367
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)
8231918
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
8989.552949094119
13389
cache_size
200
13389
class_weight
null
13389
coef0
-0.8174808800147801
13389
decision_function_shape
"ovr"
13389
degree
4
13389
gamma
0.006072491733372053
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
21676443
description
https://api.openml.org/data/download/21676443/description.xml
-1
21676444
predictions
https://api.openml.org/data/download/21676444/predictions.arff
area_under_roc_curve
0.9971741718607746 [0.996514,0.995704,1,1]
average_cost
0
f_measure
0.9964326089579767 [0.995276,0.994924,1,1]
kappa
0.9948107881308348
kb_relative_information_score
0.9957706926516171
mean_absolute_error
0.0017835909631391202
mean_prior_absolute_error
0.3438742269346884
number_of_instances
841 [317,296,55,173]
precision
0.996436265728499 [0.993711,0.99661,1,1]
predictive_accuracy
0.9964328180737217
prior_entropy
1.7874257213274838
recall
0.9964328180737217 [0.996845,0.993243,1,1]
relative_absolute_error
0.005186753828683634
root_mean_prior_squared_error
0.41456416029192655
root_mean_squared_error
0.04223258177212376
root_relative_squared_error
0.10187224516076002
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
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
1 [1,1,1,1]
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
1
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
1
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
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
1 [1,1,1,1]
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
1
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
1 [1,1,1,1]
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
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
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
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
42.7874490000022
usercpu_time_millis
33.6511259999952
usercpu_time_millis
30.505736000009165
usercpu_time_millis
32.40445599999475
usercpu_time_millis
31.426697999989983
usercpu_time_millis
29.72135500000661
usercpu_time_millis
29.612974000002623
usercpu_time_millis
37.27450499999918
usercpu_time_millis
33.0118690000063
usercpu_time_millis
30.580979999996316
usercpu_time_millis_testing
3.0567320000045584
usercpu_time_millis_testing
2.948509999995963
usercpu_time_millis_testing
2.8235010000088323
usercpu_time_millis_testing
2.8150410000051806
usercpu_time_millis_testing
2.8539300000005596
usercpu_time_millis_testing
2.695321000004469
usercpu_time_millis_testing
2.688609000003339
usercpu_time_millis_testing
2.8561399999915693
usercpu_time_millis_testing
2.7423030000051085
usercpu_time_millis_testing
2.675240000002077
usercpu_time_millis_training
39.73071699999764
usercpu_time_millis_training
30.70261599999924
usercpu_time_millis_training
27.682235000000333
usercpu_time_millis_training
29.58941499998957
usercpu_time_millis_training
28.572767999989424
usercpu_time_millis_training
27.02603400000214
usercpu_time_millis_training
26.924364999999284
usercpu_time_millis_training
34.41836500000761
usercpu_time_millis_training
30.26956600000119
usercpu_time_millis_training
27.90573999999424
wall_clock_time_millis
42.82236099243164
wall_clock_time_millis
33.65898132324219
wall_clock_time_millis
30.5173397064209
wall_clock_time_millis
32.41252899169922
wall_clock_time_millis
31.431913375854492
wall_clock_time_millis
29.72412109375
wall_clock_time_millis
29.617786407470703
wall_clock_time_millis
37.28127479553223
wall_clock_time_millis
33.01572799682617
wall_clock_time_millis
30.585050582885742
wall_clock_time_millis_testing
3.0608177185058594
wall_clock_time_millis_testing
2.9518604278564453
wall_clock_time_millis_testing
2.8285980224609375
wall_clock_time_millis_testing
2.818584442138672
wall_clock_time_millis_testing
2.8564929962158203
wall_clock_time_millis_testing
2.697467803955078
wall_clock_time_millis_testing
2.691507339477539
wall_clock_time_millis_testing
2.858877182006836
wall_clock_time_millis_testing
2.7446746826171875
wall_clock_time_millis_testing
2.677440643310547
wall_clock_time_millis_training
39.76154327392578
wall_clock_time_millis_training
30.707120895385742
wall_clock_time_millis_training
27.68874168395996
wall_clock_time_millis_training
29.593944549560547
wall_clock_time_millis_training
28.575420379638672
wall_clock_time_millis_training
27.026653289794922
wall_clock_time_millis_training
26.926279067993164
wall_clock_time_millis_training
34.42239761352539
wall_clock_time_millis_training
30.271053314208984
wall_clock_time_millis_training
27.907609939575195