10331159
8323
Heinrich Peters
146824
Supervised Classification
16345
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)
8186726
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
823.1132602725113
13389
cache_size
200
13389
class_weight
null
13389
coef0
-0.024176091883726603
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
0.12547385078511383
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
21947
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.
40979
mfeat-pixel
https://www.openml.org/data/download/18142224/phpzRUhOO
-1
21584017
description
https://api.openml.org/data/download/21584017/description.xml
-1
21584018
predictions
https://api.openml.org/data/download/21584018/predictions.arff
area_under_roc_curve
0.5561111111111111 [0.6825,0.5275,0.54,0.515,0.5425,0.51,0.5175,0.6325,0.556111,0.5375]
average_cost
0
f_measure
0.18677024930775166 [0.534799,0.104265,0.148148,0.058252,0.156682,0.039216,0.067633,0.418972,0.2002,0.139535]
kappa
0.11222222222222222
kb_relative_information_score
0.16443976504202656
mean_absolute_error
0.1597999999999952
mean_prior_absolute_error
0.18000000000000554
number_of_instances
2000 [200,200,200,200,200,200,200,200,200,200]
precision
0.9111234705228032 [1,1,1,1,1,1,1,1,0.111235,1]
predictive_accuracy
0.201
prior_entropy
3.3219280948872383
recall
0.201 [0.365,0.055,0.08,0.03,0.085,0.02,0.035,0.265,1,0.075]
relative_absolute_error
0.8877777777777237
root_mean_prior_squared_error
0.3000000000000046
root_mean_squared_error
0.3997499218261277
root_relative_squared_error
1.3324997394204052
total_cost
0
area_under_roc_curve
0.5444444444444444 [0.625,0.575,0.5,0.5,0.55,0.525,0.525,0.6,0.544444,0.5]
area_under_roc_curve
0.5416666666666666 [0.65,0.525,0.5,0.5,0.575,0.5,0.525,0.6,0.541667,0.5]
area_under_roc_curve
0.5638888888888889 [0.675,0.5,0.7,0.5,0.525,0.525,0.525,0.625,0.563889,0.5]
area_under_roc_curve
0.5861111111111111 [0.725,0.5,0.55,0.525,0.525,0.525,0.525,0.75,0.586111,0.65]
area_under_roc_curve
0.5666666666666667 [0.75,0.5,0.525,0.525,0.6,0.525,0.5,0.625,0.566667,0.55]
area_under_roc_curve
0.5444444444444444 [0.7,0.6,0.5,0.5,0.5,0.5,0.5,0.6,0.544444,0.5]
area_under_roc_curve
0.5722222222222222 [0.7,0.55,0.5,0.5,0.525,0.5,0.5,0.7,0.572222,0.675]
area_under_roc_curve
0.5638888888888889 [0.7,0.5,0.625,0.5,0.55,0.5,0.55,0.65,0.563889,0.5]
area_under_roc_curve
0.5388888888888889 [0.625,0.5,0.5,0.6,0.525,0.5,0.5,0.6,0.538889,0.5]
area_under_roc_curve
0.5388888888888889 [0.675,0.525,0.5,0.5,0.55,0.5,0.525,0.575,0.538889,0.5]
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
0.08888888888888888
kappa
0.08333333333333331
kappa
0.12777777777777777
kappa
0.17222222222222222
kappa
0.13333333333333333
kappa
0.08888888888888888
kappa
0.14444444444444446
kappa
0.12777777777777777
kappa
0.07777777777777778
kappa
0.07777777777777778
kb_relative_information_score
0.14247885774024727
kb_relative_information_score
0.13725007028744388
kb_relative_information_score
0.17908036990987092
kb_relative_information_score
0.22091066953229815
kb_relative_information_score
0.1843091573626744
kb_relative_information_score
0.1424788577402473
kb_relative_information_score
0.1947667322682812
kb_relative_information_score
0.17908036990987103
kb_relative_information_score
0.1320212828346405
kb_relative_information_score
0.1320212828346405
mean_absolute_error
0.16399999999999962
mean_absolute_error
0.16499999999999965
mean_absolute_error
0.1569999999999996
mean_absolute_error
0.14899999999999963
mean_absolute_error
0.1559999999999996
mean_absolute_error
0.16399999999999962
mean_absolute_error
0.1539999999999996
mean_absolute_error
0.1569999999999996
mean_absolute_error
0.16599999999999965
mean_absolute_error
0.16599999999999965
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
mean_prior_absolute_error
0.1799999999999998
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
predictive_accuracy
0.18
predictive_accuracy
0.175
predictive_accuracy
0.215
predictive_accuracy
0.255
predictive_accuracy
0.22
predictive_accuracy
0.18
predictive_accuracy
0.23
predictive_accuracy
0.215
predictive_accuracy
0.17
predictive_accuracy
0.17
prior_entropy
3.321928094887355
prior_entropy
3.321928094887355
prior_entropy
3.321928094887355
prior_entropy
3.321928094887355
prior_entropy
3.321928094887355
prior_entropy
3.321928094887355
prior_entropy
3.321928094887355
prior_entropy
3.321928094887355
prior_entropy
3.321928094887355
prior_entropy
3.321928094887355
recall
0.18 [0.25,0.15,0,0,0.1,0.05,0.05,0.2,1,0]
recall
0.175 [0.3,0.05,0,0,0.15,0,0.05,0.2,1,0]
recall
0.215 [0.35,0,0.4,0,0.05,0.05,0.05,0.25,1,0]
recall
0.255 [0.45,0,0.1,0.05,0.05,0.05,0.05,0.5,1,0.3]
recall
0.22 [0.5,0,0.05,0.05,0.2,0.05,0,0.25,1,0.1]
recall
0.18 [0.4,0.2,0,0,0,0,0,0.2,1,0]
recall
0.23 [0.4,0.1,0,0,0.05,0,0,0.4,1,0.35]
recall
0.215 [0.4,0,0.25,0,0.1,0,0.1,0.3,1,0]
recall
0.17 [0.25,0,0,0.2,0.05,0,0,0.2,1,0]
recall
0.17 [0.35,0.05,0,0,0.1,0,0.05,0.15,1,0]
relative_absolute_error
0.91111111111111
relative_absolute_error
0.9166666666666657
relative_absolute_error
0.8722222222222211
relative_absolute_error
0.8277777777777767
relative_absolute_error
0.8666666666666655
relative_absolute_error
0.91111111111111
relative_absolute_error
0.8555555555555543
relative_absolute_error
0.8722222222222211
relative_absolute_error
0.9222222222222213
relative_absolute_error
0.9222222222222213
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_prior_squared_error
0.2999999999999998
root_mean_squared_error
0.4049691346263313
root_mean_squared_error
0.4062019202317976
root_mean_squared_error
0.3962322551231785
root_mean_squared_error
0.38600518131237516
root_mean_squared_error
0.3949683531626295
root_mean_squared_error
0.4049691346263313
root_mean_squared_error
0.3924283374069712
root_mean_squared_error
0.3962322551231785
root_mean_squared_error
0.40743097574926684
root_mean_squared_error
0.40743097574926684
root_relative_squared_error
1.3498971154211048
root_relative_squared_error
1.3540064007726593
root_relative_squared_error
1.3207741837439293
root_relative_squared_error
1.286683937707918
root_relative_squared_error
1.3165611772087658
root_relative_squared_error
1.3498971154211048
root_relative_squared_error
1.308094458023238
root_relative_squared_error
1.3207741837439293
root_relative_squared_error
1.358103252497557
root_relative_squared_error
1.358103252497557
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
2801.848169999971
usercpu_time_millis
2802.4570450000965
usercpu_time_millis
2797.0012520000864
usercpu_time_millis
2787.956323000003
usercpu_time_millis
2815.380803999915
usercpu_time_millis
2816.431881000085
usercpu_time_millis
2803.933946999905
usercpu_time_millis
2785.280838999938
usercpu_time_millis
2807.9430270000785
usercpu_time_millis
2811.554276000038
usercpu_time_millis_testing
157.61378299998796
usercpu_time_millis_testing
156.03258600003755
usercpu_time_millis_testing
155.140197000037
usercpu_time_millis_testing
154.34619400002703
usercpu_time_millis_testing
157.50276999995094
usercpu_time_millis_testing
154.55474000009417
usercpu_time_millis_testing
154.8741039999868
usercpu_time_millis_testing
153.9196119999815
usercpu_time_millis_testing
157.89917900008277
usercpu_time_millis_testing
157.37848000003396
usercpu_time_millis_training
2644.234386999983
usercpu_time_millis_training
2646.424459000059
usercpu_time_millis_training
2641.8610550000494
usercpu_time_millis_training
2633.610128999976
usercpu_time_millis_training
2657.878033999964
usercpu_time_millis_training
2661.877140999991
usercpu_time_millis_training
2649.059842999918
usercpu_time_millis_training
2631.3612269999567
usercpu_time_millis_training
2650.0438479999957
usercpu_time_millis_training
2654.175796000004
wall_clock_time_millis
2848.090171813965
wall_clock_time_millis
2922.76668548584
wall_clock_time_millis
3097.238779067993
wall_clock_time_millis
2884.2363357543945
wall_clock_time_millis
2901.6034603118896
wall_clock_time_millis
2816.6706562042236
wall_clock_time_millis
2821.441411972046
wall_clock_time_millis
2801.7044067382812
wall_clock_time_millis
2817.5690174102783
wall_clock_time_millis
2880.7661533355713
wall_clock_time_millis_testing
157.63401985168457
wall_clock_time_millis_testing
188.09866905212402
wall_clock_time_millis_testing
187.15453147888184
wall_clock_time_millis_testing
154.36816215515137
wall_clock_time_millis_testing
157.52410888671875
wall_clock_time_millis_testing
154.57630157470703
wall_clock_time_millis_testing
154.9091339111328
wall_clock_time_millis_testing
153.95450592041016
wall_clock_time_millis_testing
157.91893005371094
wall_clock_time_millis_testing
157.41682052612305
wall_clock_time_millis_training
2690.4561519622803
wall_clock_time_millis_training
2734.668016433716
wall_clock_time_millis_training
2910.0842475891113
wall_clock_time_millis_training
2729.868173599243
wall_clock_time_millis_training
2744.079351425171
wall_clock_time_millis_training
2662.0943546295166
wall_clock_time_millis_training
2666.532278060913
wall_clock_time_millis_training
2647.749900817871
wall_clock_time_millis_training
2659.6500873565674
wall_clock_time_millis_training
2723.3493328094482