10329057
8323
Heinrich Peters
9946
Supervised Classification
16345
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)
8184679
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
8543.388130486903
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.0
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
0.8306449462396814
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
29307
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.
1510
wdbc
https://www.openml.org/data/download/1592318/phpAmSP4g
-1
21579802
description
https://api.openml.org/data/download/21579802/description.xml
-1
21579803
predictions
https://api.openml.org/data/download/21579803/predictions.arff
area_under_roc_curve
0.5434107605306273 [0.543411,0.543411]
average_cost
0
f_measure
0.5540956578589858 [0.785872,0.163793]
kappa
0.10638883492001816
kb_relative_information_score
0.24977975615062456
mean_absolute_error
0.3409490333919156
mean_prior_absolute_error
0.46764379083961705
number_of_instances
569 [357,212]
precision
0.7608036340238363 [0.648452,0.95]
predictive_accuracy
0.6590509666080844
prior_entropy
0.9526357368194003
recall
0.6590509666080844 [0.997199,0.089623]
relative_absolute_error
0.7290784996412951
root_mean_prior_squared_error
0.4834927399189952
root_mean_squared_error
0.5839084118180826
root_relative_squared_error
1.207688065628268
total_cost
0
area_under_roc_curve
0.5714285714285714 [0.571429,0.571429]
area_under_roc_curve
0.5238095238095238 [0.52381,0.52381]
area_under_roc_curve
0.5238095238095238 [0.52381,0.52381]
area_under_roc_curve
0.5714285714285714 [0.571429,0.571429]
area_under_roc_curve
0.5476190476190477 [0.547619,0.547619]
area_under_roc_curve
0.5476190476190477 [0.547619,0.547619]
area_under_roc_curve
0.5476190476190477 [0.547619,0.547619]
area_under_roc_curve
0.5227272727272727 [0.522727,0.522727]
area_under_roc_curve
0.5311688311688312 [0.531169,0.531169]
area_under_roc_curve
0.5476190476190477 [0.547619,0.547619]
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
0.5973684210526315 [0.8,0.25]
f_measure
0.5277719991678802 [0.782609,0.090909]
f_measure
0.5277719991678802 [0.782609,0.090909]
f_measure
0.5973684210526315 [0.8,0.25]
f_measure
0.5637840420449115 [0.791209,0.173913]
f_measure
0.5637840420449115 [0.791209,0.173913]
f_measure
0.5637840420449115 [0.791209,0.173913]
f_measure
0.5058968491462771 [0.769231,0.086957]
f_measure
0.5309047900650503 [0.764045,0.16]
f_measure
0.556790425012213 [0.786517,0.173913]
kappa
0.17391304347826095
kappa
0.05940594059405944
kappa
0.05940594059405944
kappa
0.17391304347826095
kappa
0.11735941320293376
kappa
0.11735941320293376
kappa
0.11735941320293376
kappa
0.05524861878453042
kappa
0.07424593967517387
kappa
0.11627906976744175
kb_relative_information_score
0.30285872203204844
kb_relative_information_score
0.22539858003560936
kb_relative_information_score
0.2253985800356093
kb_relative_information_score
0.3028587220320485
kb_relative_information_score
0.264128651033829
kb_relative_information_score
0.2641286510338289
kb_relative_information_score
0.2641286510338289
kb_relative_information_score
0.19777209450372318
kb_relative_information_score
0.1977720945037231
kb_relative_information_score
0.25485565207079
mean_absolute_error
0.3157894736842105
mean_absolute_error
0.3508771929824561
mean_absolute_error
0.3508771929824561
mean_absolute_error
0.3157894736842105
mean_absolute_error
0.3333333333333333
mean_absolute_error
0.3333333333333333
mean_absolute_error
0.3333333333333333
mean_absolute_error
0.3684210526315789
mean_absolute_error
0.3684210526315789
mean_absolute_error
0.3392857142857143
mean_prior_absolute_error
0.4665867821919071
mean_prior_absolute_error
0.4665867821919071
mean_prior_absolute_error
0.4665867821919071
mean_prior_absolute_error
0.4665867821919071
mean_prior_absolute_error
0.4665867821919071
mean_prior_absolute_error
0.4665867821919071
mean_prior_absolute_error
0.4665867821919071
mean_prior_absolute_error
0.4710418778996528
mean_prior_absolute_error
0.4710418778996528
mean_prior_absolute_error
0.4682574430823117
number_of_instances
57 [36,21]
number_of_instances
57 [36,21]
number_of_instances
57 [36,21]
number_of_instances
57 [36,21]
number_of_instances
57 [36,21]
number_of_instances
57 [36,21]
number_of_instances
57 [36,21]
number_of_instances
57 [35,22]
number_of_instances
57 [35,22]
number_of_instances
56 [35,21]
precision
0.7894736842105263 [0.666667,1]
precision
0.7744360902255639 [0.642857,1]
precision
0.7744360902255639 [0.642857,1]
precision
0.7894736842105263 [0.666667,1]
precision
0.7818181818181817 [0.654545,1]
precision
0.7818181818181817 [0.654545,1]
precision
0.7818181818181817 [0.654545,1]
precision
0.7697368421052632 [0.625,1]
precision
0.6439246263807668 [0.62963,0.666667]
precision
0.7800925925925926 [0.648148,1]
predictive_accuracy
0.6842105263157895
predictive_accuracy
0.6491228070175439
predictive_accuracy
0.6491228070175439
predictive_accuracy
0.6842105263157895
predictive_accuracy
0.6666666666666667
predictive_accuracy
0.6666666666666667
predictive_accuracy
0.6666666666666667
predictive_accuracy
0.631578947368421
predictive_accuracy
0.631578947368421
predictive_accuracy
0.6607142857142857
prior_entropy
0.9495176370074769
prior_entropy
0.9495176370074769
prior_entropy
0.9495176370074769
prior_entropy
0.9495176370074769
prior_entropy
0.9495176370074769
prior_entropy
0.9495176370074769
prior_entropy
0.9495176370074769
prior_entropy
0.9626598502888526
prior_entropy
0.9626598502888526
prior_entropy
0.9544459669879928
recall
0.6842105263157895 [1,0.142857]
recall
0.6491228070175439 [1,0.047619]
recall
0.6491228070175439 [1,0.047619]
recall
0.6842105263157895 [1,0.142857]
recall
0.6666666666666666 [1,0.095238]
recall
0.6666666666666666 [1,0.095238]
recall
0.6666666666666666 [1,0.095238]
recall
0.631578947368421 [1,0.045455]
recall
0.631578947368421 [0.971429,0.090909]
recall
0.6607142857142857 [1,0.095238]
relative_absolute_error
0.6768075859344133
relative_absolute_error
0.7520084288160146
relative_absolute_error
0.7520084288160146
relative_absolute_error
0.6768075859344133
relative_absolute_error
0.7144080073752138
relative_absolute_error
0.7144080073752138
relative_absolute_error
0.7144080073752138
relative_absolute_error
0.7821407605505185
relative_absolute_error
0.7821407605505185
relative_absolute_error
0.7245708942763642
root_mean_prior_squared_error
0.4823984047513734
root_mean_prior_squared_error
0.4823984047513734
root_mean_prior_squared_error
0.4823984047513734
root_mean_prior_squared_error
0.4823984047513734
root_mean_prior_squared_error
0.4823984047513734
root_mean_prior_squared_error
0.4823984047513734
root_mean_prior_squared_error
0.4823984047513734
root_mean_prior_squared_error
0.4869941648669064
root_mean_prior_squared_error
0.4869941648669064
root_mean_prior_squared_error
0.4841269273621067
root_mean_squared_error
0.5619514869490163
root_mean_squared_error
0.5923488777590924
root_mean_squared_error
0.5923488777590924
root_mean_squared_error
0.5619514869490163
root_mean_squared_error
0.5773502691896257
root_mean_squared_error
0.5773502691896257
root_mean_squared_error
0.5773502691896257
root_mean_squared_error
0.6069769786668839
root_mean_squared_error
0.6069769786668839
root_mean_squared_error
0.5824823725107175
root_relative_squared_error
1.1649115780941364
root_relative_squared_error
1.2279246198261935
root_relative_squared_error
1.2279246198261935
root_relative_squared_error
1.1649115780941364
root_relative_squared_error
1.196832874037364
root_relative_squared_error
1.196832874037364
root_relative_squared_error
1.196832874037364
root_relative_squared_error
1.2463742329084546
root_relative_squared_error
1.2463742329084546
root_relative_squared_error
1.2031604515049936
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
46.201600998756476
usercpu_time_millis
46.07379299704917
usercpu_time_millis
45.74176300957333
usercpu_time_millis
45.30073299247306
usercpu_time_millis
45.81871099071577
usercpu_time_millis
45.690087994444184
usercpu_time_millis
45.615160997840576
usercpu_time_millis
46.40988100436516
usercpu_time_millis
45.722768001724035
usercpu_time_millis
45.9842860000208
usercpu_time_millis_testing
3.51999000122305
usercpu_time_millis_testing
3.518931000144221
usercpu_time_millis_testing
3.531684007612057
usercpu_time_millis_testing
3.48813999153208
usercpu_time_millis_testing
3.5157929960405454
usercpu_time_millis_testing
3.5913619940401986
usercpu_time_millis_testing
3.4940909972647205
usercpu_time_millis_testing
3.5959329979959875
usercpu_time_millis_testing
3.5529659944586456
usercpu_time_millis_testing
3.464779001660645
usercpu_time_millis_training
42.681610997533426
usercpu_time_millis_training
42.55486199690495
usercpu_time_millis_training
42.210079001961276
usercpu_time_millis_training
41.81259300094098
usercpu_time_millis_training
42.30291799467523
usercpu_time_millis_training
42.098726000403985
usercpu_time_millis_training
42.121070000575855
usercpu_time_millis_training
42.81394800636917
usercpu_time_millis_training
42.16980200726539
usercpu_time_millis_training
42.51950699836016
wall_clock_time_millis
78.21178436279297
wall_clock_time_millis
46.09322547912598
wall_clock_time_millis
45.7613468170166
wall_clock_time_millis
45.320987701416016
wall_clock_time_millis
45.838117599487305
wall_clock_time_millis
45.74918746948242
wall_clock_time_millis
45.661211013793945
wall_clock_time_millis
46.42820358276367
wall_clock_time_millis
45.743465423583984
wall_clock_time_millis
46.00405693054199
wall_clock_time_millis_testing
3.529071807861328
wall_clock_time_millis_testing
3.5288333892822266
wall_clock_time_millis_testing
3.5424232482910156
wall_clock_time_millis_testing
3.4983158111572266
wall_clock_time_millis_testing
3.525972366333008
wall_clock_time_millis_testing
3.601551055908203
wall_clock_time_millis_testing
3.503561019897461
wall_clock_time_millis_testing
3.604412078857422
wall_clock_time_millis_testing
3.5631656646728516
wall_clock_time_millis_testing
3.473997116088867
wall_clock_time_millis_training
74.68271255493164
wall_clock_time_millis_training
42.56439208984375
wall_clock_time_millis_training
42.218923568725586
wall_clock_time_millis_training
41.82267189025879
wall_clock_time_millis_training
42.3121452331543
wall_clock_time_millis_training
42.14763641357422
wall_clock_time_millis_training
42.157649993896484
wall_clock_time_millis_training
42.82379150390625
wall_clock_time_millis_training
42.18029975891113
wall_clock_time_millis_training
42.530059814453125