10326055
8323
Heinrich Peters
10101
Supervised Classification
16345
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)
8181737
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
171.03076248915255
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.40705447648192394
13389
decision_function_shape
"ovr"
13389
degree
2
13389
gamma
0.000843106127549414
13389
kernel
"poly"
13389
max_iter
-1
13389
probability
false
13389
random_state
59350
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.
1464
blood-transfusion-service-center
https://www.openml.org/data/download/1586225/php0iVrYT
-1
21573796
description
https://api.openml.org/data/download/21573796/description.xml
-1
21573797
predictions
https://api.openml.org/data/download/21573797/predictions.arff
area_under_roc_curve
0.5103587620737237 [0.510359,0.510359]
average_cost
0
f_measure
0.6708694680758039 [0.866717,0.043716]
kappa
0.031116769303647162
kb_relative_information_score
0.27289248988917253
mean_absolute_error
0.2339572192513369
mean_prior_absolute_error
0.3630445632798566
number_of_instances
748 [570,178]
precision
0.7739493741948021 [0.765814,0.8]
predictive_accuracy
0.7660427807486632
prior_entropy
0.7916465694609683
recall
0.766042780748663 [0.998246,0.022472]
relative_absolute_error
0.6444311330204071
root_mean_prior_squared_error
0.4258399633559147
root_mean_squared_error
0.4836912437199343
root_relative_squared_error
1.1358521635877277
total_cost
0
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.4912280701754385 [0.491228,0.491228]
area_under_roc_curve
0.5277777777777778 [0.527778,0.527778]
area_under_roc_curve
0.5277777777777778 [0.527778,0.527778]
area_under_roc_curve
0.5277777777777778 [0.527778,0.527778]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5294117647058822 [0.529412,0.529412]
area_under_roc_curve
0.5 [0.5,0.5]
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
f_measure
0.6497709923664122 [0.854962,0]
f_measure
0.6866372036962636 [0.870229,0.105263]
f_measure
0.6866372036962636 [0.870229,0.105263]
f_measure
0.6866372036962636 [0.870229,0.105263]
f_measure
0.7009933009933009 [0.876923,0.111111]
kappa
0
kappa
0
kappa
0
kappa
-0.025917926565874574
kappa
0.08207343412526993
kappa
0.08207343412526993
kappa
0.08207343412526993
kappa
0
kappa
0.08782742681047742
kappa
0
kb_relative_information_score
0.2573028231343927
kb_relative_information_score
0.2573028231343927
kb_relative_information_score
0.2573028231343927
kb_relative_information_score
0.21604186886408108
kb_relative_information_score
0.2985637774047042
kb_relative_information_score
0.29856377740470424
kb_relative_information_score
0.2985637774047042
kb_relative_information_score
0.2573028231343927
kb_relative_information_score
0.3161190617105763
kb_relative_information_score
0.2733765030674872
mean_absolute_error
0.24
mean_absolute_error
0.24
mean_absolute_error
0.24
mean_absolute_error
0.25333333333333335
mean_absolute_error
0.22666666666666666
mean_absolute_error
0.22666666666666666
mean_absolute_error
0.22666666666666666
mean_absolute_error
0.24
mean_absolute_error
0.21621621621621623
mean_absolute_error
0.22972972972972974
mean_prior_absolute_error
0.36410666666666686
mean_prior_absolute_error
0.36410666666666686
mean_prior_absolute_error
0.36410666666666686
mean_prior_absolute_error
0.36410666666666686
mean_prior_absolute_error
0.36410666666666686
mean_prior_absolute_error
0.36410666666666686
mean_prior_absolute_error
0.36410666666666686
mean_prior_absolute_error
0.36410666666666686
mean_prior_absolute_error
0.35873873873873896
mean_prior_absolute_error
0.35873873873873896
number_of_instances
75 [57,18]
number_of_instances
75 [57,18]
number_of_instances
75 [57,18]
number_of_instances
75 [57,18]
number_of_instances
75 [57,18]
number_of_instances
75 [57,18]
number_of_instances
75 [57,18]
number_of_instances
75 [57,18]
number_of_instances
74 [57,17]
number_of_instances
74 [57,17]
precision
0.5751351351351351 [0.756757,0]
precision
0.8254054054054054 [0.77027,1]
precision
0.8254054054054054 [0.77027,1]
precision
0.8254054054054054 [0.77027,1]
precision
0.8311736393928175 [0.780822,1]
predictive_accuracy
0.76
predictive_accuracy
0.76
predictive_accuracy
0.76
predictive_accuracy
0.7466666666666667
predictive_accuracy
0.7733333333333333
predictive_accuracy
0.7733333333333333
predictive_accuracy
0.7733333333333333
predictive_accuracy
0.76
predictive_accuracy
0.7837837837837838
predictive_accuracy
0.7702702702702703
prior_entropy
0.7950473279640615
prior_entropy
0.7950473279640615
prior_entropy
0.7950473279640615
prior_entropy
0.7950473279640615
prior_entropy
0.7950473279640615
prior_entropy
0.7950473279640615
prior_entropy
0.7950473279640615
prior_entropy
0.7950473279640615
prior_entropy
0.7778597106646706
prior_entropy
0.7778597106646706
recall
0.76 [1,0]
recall
0.76 [1,0]
recall
0.76 [1,0]
recall
0.7466666666666667 [0.982456,0]
recall
0.7733333333333333 [1,0.055556]
recall
0.7733333333333333 [1,0.055556]
recall
0.7733333333333333 [1,0.055556]
recall
0.76 [1,0]
recall
0.7837837837837838 [1,0.058824]
recall
0.7702702702702703 [1,0]
relative_absolute_error
0.6591475025633511
relative_absolute_error
0.6591475025633511
relative_absolute_error
0.6591475025633511
relative_absolute_error
0.6957668082613151
relative_absolute_error
0.6225281968653871
relative_absolute_error
0.6225281968653871
relative_absolute_error
0.6225281968653871
relative_absolute_error
0.6591475025633511
relative_absolute_error
0.6027122049221493
relative_absolute_error
0.6403817177297837
root_mean_prior_squared_error
0.4270852113779844
root_mean_prior_squared_error
0.4270852113779844
root_mean_prior_squared_error
0.4270852113779844
root_mean_prior_squared_error
0.4270852113779844
root_mean_prior_squared_error
0.4270852113779844
root_mean_prior_squared_error
0.4270852113779844
root_mean_prior_squared_error
0.4270852113779844
root_mean_prior_squared_error
0.4270852113779844
root_mean_prior_squared_error
0.4207539065176338
root_mean_prior_squared_error
0.4207539065176338
root_mean_squared_error
0.4898979485566356
root_mean_squared_error
0.4898979485566356
root_mean_squared_error
0.4898979485566356
root_mean_squared_error
0.5033222956847166
root_mean_squared_error
0.4760952285695233
root_mean_squared_error
0.4760952285695233
root_mean_squared_error
0.4760952285695233
root_mean_squared_error
0.4898979485566356
root_mean_squared_error
0.46499055497527714
root_mean_squared_error
0.4793012932694108
root_relative_squared_error
1.147073079341677
root_relative_squared_error
1.147073079341677
root_relative_squared_error
1.147073079341677
root_relative_squared_error
1.1785055587870965
root_relative_squared_error
1.1147546575855642
root_relative_squared_error
1.1147546575855642
root_relative_squared_error
1.1147546575855642
root_relative_squared_error
1.147073079341677
root_relative_squared_error
1.105136631585355
root_relative_squared_error
1.139148765691432
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
18.925996002508327
usercpu_time_millis
18.169894996390212
usercpu_time_millis
15.162190000410192
usercpu_time_millis
15.897305001999484
usercpu_time_millis
19.646480002847966
usercpu_time_millis
18.204936000984162
usercpu_time_millis
18.645002997800475
usercpu_time_millis
16.94352399863419
usercpu_time_millis
15.933031994791236
usercpu_time_millis
18.19142699969234
usercpu_time_millis_testing
1.302550001128111
usercpu_time_millis_testing
1.3067499967291951
usercpu_time_millis_testing
1.2748799999826588
usercpu_time_millis_testing
1.3118509996274952
usercpu_time_millis_testing
1.3062960024399217
usercpu_time_millis_testing
1.289436000661226
usercpu_time_millis_testing
1.3231009979790542
usercpu_time_millis_testing
1.3426320001599379
usercpu_time_millis_testing
1.2756049982272089
usercpu_time_millis_testing
1.3571429990406614
usercpu_time_millis_training
17.623446001380216
usercpu_time_millis_training
16.863144999661017
usercpu_time_millis_training
13.887310000427533
usercpu_time_millis_training
14.58545400237199
usercpu_time_millis_training
18.340184000408044
usercpu_time_millis_training
16.915500000322936
usercpu_time_millis_training
17.32190199982142
usercpu_time_millis_training
15.600891998474253
usercpu_time_millis_training
14.657426996564027
usercpu_time_millis_training
16.834284000651678
wall_clock_time_millis
34.92593765258789
wall_clock_time_millis
34.18540954589844
wall_clock_time_millis
31.180620193481445
wall_clock_time_millis
15.90871810913086
wall_clock_time_millis
19.66381072998047
wall_clock_time_millis
18.233537673950195
wall_clock_time_millis
18.665313720703125
wall_clock_time_millis
16.96944236755371
wall_clock_time_millis
15.946388244628906
wall_clock_time_millis
18.20969581604004
wall_clock_time_millis_testing
1.3108253479003906
wall_clock_time_millis_testing
1.3136863708496094
wall_clock_time_millis_testing
1.2810230255126953
wall_clock_time_millis_testing
1.3158321380615234
wall_clock_time_millis_testing
1.3136863708496094
wall_clock_time_millis_testing
1.2974739074707031
wall_clock_time_millis_testing
1.3315677642822266
wall_clock_time_millis_testing
1.3494491577148438
wall_clock_time_millis_testing
1.2826919555664062
wall_clock_time_millis_testing
1.3651847839355469
wall_clock_time_millis_training
33.6151123046875
wall_clock_time_millis_training
32.87172317504883
wall_clock_time_millis_training
29.89959716796875
wall_clock_time_millis_training
14.592885971069336
wall_clock_time_millis_training
18.35012435913086
wall_clock_time_millis_training
16.936063766479492
wall_clock_time_millis_training
17.3337459564209
wall_clock_time_millis_training
15.619993209838867
wall_clock_time_millis_training
14.6636962890625
wall_clock_time_millis_training
16.844511032104492