10376510
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)
8231694
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
21.781529435659042
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.0
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
0.00018763775717576533
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
21674729
description
https://api.openml.org/data/download/21674729/description.xml
-1
21674730
predictions
https://api.openml.org/data/download/21674730/predictions.arff
area_under_roc_curve
0.9962199733874922 [0.99556,0.994015,1,1]
average_cost
0
f_measure
0.9952431743723652 [0.993711,0.99322,1,1]
kappa
0.9930807519848615
kb_relative_information_score
0.994351567894058
mean_absolute_error
0.0023781212841854932
mean_prior_absolute_error
0.3438742269346884
number_of_instances
841 [317,296,55,173]
precision
0.995258033360691 [0.990596,0.996599,1,1]
predictive_accuracy
0.9952437574316291
prior_entropy
1.7874257213274838
recall
0.995243757431629 [0.996845,0.989865,1,1]
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
0.981132075471698 [0.981132,0.966667,1,1]
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
0.9764214149609688 [0.969697,0.965517,1,1]
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
0.9658085277554306
kappa
1
kappa
1
kappa
1
kappa
0.9825726141078839
kappa
0.9825581395348838
kappa
1
kappa
1
kappa
1
kappa
1
kb_relative_information_score
0.9720452507344605
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
0.011764705882352941
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
0.9778546712802769 [0.941176,1,1,1]
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
0.9764705882352941
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
0.9764705882352941 [1,0.933333,1,1]
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
0.03417939124279499
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
0.10846522890932808
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
0.2613856136913642
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
39.97195799999531
usercpu_time_millis
42.48663300000999
usercpu_time_millis
40.7093899999893
usercpu_time_millis
40.90867799999387
usercpu_time_millis
41.35422999999605
usercpu_time_millis
41.796312000030866
usercpu_time_millis
40.93808000001786
usercpu_time_millis
41.261000000019976
usercpu_time_millis
27.24748000002819
usercpu_time_millis
27.275972000012416
usercpu_time_millis_testing
4.02179600001773
usercpu_time_millis_testing
4.139796000004026
usercpu_time_millis_testing
4.05419699998788
usercpu_time_millis_testing
4.139129000009234
usercpu_time_millis_testing
4.0594220000116366
usercpu_time_millis_testing
4.112046000017244
usercpu_time_millis_testing
4.2472230000214495
usercpu_time_millis_testing
3.864729000014222
usercpu_time_millis_testing
2.4947610000083387
usercpu_time_millis_testing
2.4796000000151253
usercpu_time_millis_training
35.95016199997758
usercpu_time_millis_training
38.34683700000596
usercpu_time_millis_training
36.65519300000142
usercpu_time_millis_training
36.769548999984636
usercpu_time_millis_training
37.294807999984414
usercpu_time_millis_training
37.68426600001362
usercpu_time_millis_training
36.69085699999641
usercpu_time_millis_training
37.396271000005754
usercpu_time_millis_training
24.75271900001985
usercpu_time_millis_training
24.79637199999729
wall_clock_time_millis
40.10748863220215
wall_clock_time_millis
42.50001907348633
wall_clock_time_millis
40.81559181213379
wall_clock_time_millis
40.923357009887695
wall_clock_time_millis
41.410207748413086
wall_clock_time_millis
41.80908203125
wall_clock_time_millis
40.955543518066406
wall_clock_time_millis
41.47911071777344
wall_clock_time_millis
27.253150939941406
wall_clock_time_millis
27.2824764251709
wall_clock_time_millis_testing
4.028797149658203
wall_clock_time_millis_testing
4.150152206420898
wall_clock_time_millis_testing
4.065990447998047
wall_clock_time_millis_testing
4.149913787841797
wall_clock_time_millis_testing
4.068613052368164
wall_clock_time_millis_testing
4.1217803955078125
wall_clock_time_millis_testing
4.2591094970703125
wall_clock_time_millis_testing
3.8673877716064453
wall_clock_time_millis_testing
2.4979114532470703
wall_clock_time_millis_testing
2.482175827026367
wall_clock_time_millis_training
36.078691482543945
wall_clock_time_millis_training
38.34986686706543
wall_clock_time_millis_training
36.74960136413574
wall_clock_time_millis_training
36.7734432220459
wall_clock_time_millis_training
37.34159469604492
wall_clock_time_millis_training
37.68730163574219
wall_clock_time_millis_training
36.696434020996094
wall_clock_time_millis_training
37.61172294616699
wall_clock_time_millis_training
24.755239486694336
wall_clock_time_millis_training
24.80030059814453