10591698
30495
Laurens Krudde
10101
Supervised Classification
19197
sklearn.svm._classes.SVC(12)
8304471
Python_3.10.4. Sklearn_1.1.3. NumPy_1.23.2. SciPy_1.9.0.
C
1
19197
break_ties
false
19197
cache_size
200
19197
class_weight
null
19197
coef0
0.0
19197
decision_function_shape
"ovr"
19197
degree
3
19197
gamma
2
19197
kernel
"rbf"
19197
max_iter
-1
19197
probability
false
19197
random_state
19266
19197
shrinking
true
19197
tol
0.001
19197
verbose
false
19197
openml-python
Sklearn_1.1.3.
1464
blood-transfusion-service-center
https://www.openml.org/data/download/1586225/php0iVrYT
-1
22111079
description
https://api.openml.org/data/download/22111079/description.xml
-1
22111080
predictions
https://api.openml.org/data/download/22111080/predictions.arff
area_under_roc_curve
0.5133550167553715 [0.513355,0.513355]
average_cost
0
f_measure
0.676358728990308 [0.854701,0.105263]
kappa
0.03730316044488484
kb_relative_information_score
0.22303368919586017
mean_absolute_error
0.25
mean_prior_absolute_error
0.3630445632798566
weighted_recall
0.75 [0.964912,0.061798]
number_of_instances
748 [570,178]
precision
0.6689836685112701 [0.767085,0.354839]
predictive_accuracy
0.75
prior_entropy
0.7916465694609683
relative_absolute_error
0.6886206964275208
root_mean_prior_squared_error
0.4258399633559147
root_mean_squared_error
0.5
root_relative_squared_error
1.1741500164983407
total_cost
0
unweighted_recall
0.5133550167553715 [0.964912,0.061798]
area_under_roc_curve
0.5555555555555556 [0.555556,0.555556]
area_under_roc_curve
0.4824561403508772 [0.482456,0.482456]
area_under_roc_curve
0.5292397660818714 [0.52924,0.52924]
area_under_roc_curve
0.4912280701754385 [0.491228,0.491228]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.49269005847953223 [0.49269,0.49269]
area_under_roc_curve
0.5570175438596491 [0.557018,0.557018]
area_under_roc_curve
0.5102339181286549 [0.510234,0.510234]
area_under_roc_curve
0.5206398348813209 [0.52064,0.52064]
area_under_roc_curve
0.49432404540763675 [0.494324,0.494324]
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
0.7144615384615385 [0.876923,0.2]
f_measure
0.6430769230769231 [0.846154,0]
f_measure
0.6880383430332078 [0.850394,0.173913]
f_measure
0.6497709923664122 [0.854962,0]
f_measure
0.6552002738788086 [0.834646,0.086957]
f_measure
0.7114285714285714 [0.857143,0.25]
f_measure
0.6709191583610189 [0.852713,0.095238]
f_measure
0.6929438618545106 [0.868217,0.105263]
f_measure
0.6688896688896688 [0.84127,0.090909]
kappa
0.1596638655462184
kappa
-0.05042016806722702
kappa
0.07766990291262131
kappa
-0.025917926565874574
kappa
0
kappa
-0.01941747572815563
kappa
0.14772727272727265
kappa
0.028629856850715996
kappa
0.059790732436472524
kappa
-0.015089163237311274
kb_relative_information_score
0.3398247316750158
kb_relative_information_score
0.17478091459376954
kb_relative_information_score
0.21604186886408117
kb_relative_information_score
0.21604186886408108
kb_relative_information_score
0.2573028231343927
kb_relative_information_score
0.1335199603234579
kb_relative_information_score
0.25730282313439284
kb_relative_information_score
0.21604186886408117
kb_relative_information_score
0.2733765030674873
kb_relative_information_score
0.14514882713822
mean_absolute_error
0.21333333333333335
mean_absolute_error
0.26666666666666666
mean_absolute_error
0.25333333333333335
mean_absolute_error
0.25333333333333335
mean_absolute_error
0.24
mean_absolute_error
0.28
mean_absolute_error
0.24
mean_absolute_error
0.25333333333333335
mean_absolute_error
0.22972972972972974
mean_absolute_error
0.2702702702702703
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
0.8334246575342465 [0.780822,1]
precision
0.5726027397260274 [0.753425,0]
precision
0.6822857142857144 [0.771429,0.4]
precision
0.5751351351351351 [0.756757,0]
precision
0.6234285714285714 [0.757143,0.2]
precision
0.7147826086956521 [0.782609,0.5]
precision
0.6605555555555556 [0.763889,0.333333]
precision
0.713963963963964 [0.777778,0.5]
precision
0.6376028202115158 [0.768116,0.2]
predictive_accuracy
0.7866666666666667
predictive_accuracy
0.7333333333333333
predictive_accuracy
0.7466666666666667
predictive_accuracy
0.7466666666666667
predictive_accuracy
0.76
predictive_accuracy
0.72
predictive_accuracy
0.76
predictive_accuracy
0.7466666666666667
predictive_accuracy
0.7702702702702703
predictive_accuracy
0.7297297297297297
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
relative_absolute_error
0.5859088911674233
relative_absolute_error
0.732386113959279
relative_absolute_error
0.6957668082613151
relative_absolute_error
0.6957668082613151
relative_absolute_error
0.6591475025633511
relative_absolute_error
0.769005419657243
relative_absolute_error
0.6591475025633511
relative_absolute_error
0.6957668082613151
relative_absolute_error
0.6403817177297837
relative_absolute_error
0.7533902561526866
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
0.46188021535170065
root_mean_squared_error
0.5163977794943222
root_mean_squared_error
0.5033222956847166
root_mean_squared_error
0.5033222956847166
root_mean_squared_error
0.4898979485566356
root_mean_squared_error
0.5291502622129182
root_mean_squared_error
0.4898979485566356
root_mean_squared_error
0.5033222956847166
root_mean_squared_error
0.4793012932694108
root_mean_squared_error
0.5198752449100363
root_relative_squared_error
1.0814708705587128
root_relative_squared_error
1.2091211911275788
root_relative_squared_error
1.1785055587870965
root_relative_squared_error
1.1785055587870965
root_relative_squared_error
1.147073079341677
root_relative_squared_error
1.2389805315562727
root_relative_squared_error
1.147073079341677
root_relative_squared_error
1.1785055587870965
root_relative_squared_error
1.139148765691432
root_relative_squared_error
1.2355803163249974
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
unweighted_recall
0.5555555555555556 [1,0.111111]
unweighted_recall
0.4824561403508772 [0.964912,0]
unweighted_recall
0.5292397660818713 [0.947368,0.111111]
unweighted_recall
0.49122807017543857 [0.982456,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.4926900584795322 [0.929825,0.055556]
unweighted_recall
0.5570175438596491 [0.947368,0.166667]
unweighted_recall
0.5102339181286549 [0.964912,0.055556]
unweighted_recall
0.5206398348813209 [0.982456,0.058824]
unweighted_recall
0.49432404540763675 [0.929825,0.058824]
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
31.25
usercpu_time_millis
31.25
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
31.25
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
31.25
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
31.25
wall_clock_time_millis
21.19612693786621
wall_clock_time_millis
21.149396896362305
wall_clock_time_millis
21.080732345581055
wall_clock_time_millis
21.00396156311035
wall_clock_time_millis
21.77262306213379
wall_clock_time_millis
23.93484115600586
wall_clock_time_millis
21.487712860107422
wall_clock_time_millis
20.80082893371582
wall_clock_time_millis
21.062850952148438
wall_clock_time_millis
21.748065948486328
wall_clock_time_millis_testing
4.485368728637695
wall_clock_time_millis_testing
3.670930862426758
wall_clock_time_millis_testing
4.02069091796875
wall_clock_time_millis_testing
3.9997100830078125
wall_clock_time_millis_testing
3.956317901611328
wall_clock_time_millis_testing
4.004001617431641
wall_clock_time_millis_testing
3.2875537872314453
wall_clock_time_millis_testing
2.995729446411133
wall_clock_time_millis_testing
4.060268402099609
wall_clock_time_millis_testing
4.007577896118164
wall_clock_time_millis_training
16.710758209228516
wall_clock_time_millis_training
17.478466033935547
wall_clock_time_millis_training
17.060041427612305
wall_clock_time_millis_training
17.00425148010254
wall_clock_time_millis_training
17.81630516052246
wall_clock_time_millis_training
19.93083953857422
wall_clock_time_millis_training
18.200159072875977
wall_clock_time_millis_training
17.805099487304688
wall_clock_time_millis_training
17.002582550048828
wall_clock_time_millis_training
17.740488052368164
weighted_recall
0.7866666666666666 [1,0.111111]
weighted_recall
0.7333333333333333 [0.964912,0]
weighted_recall
0.7466666666666667 [0.947368,0.111111]
weighted_recall
0.7466666666666667 [0.982456,0]
weighted_recall
0.76 [1,0]
weighted_recall
0.72 [0.929825,0.055556]
weighted_recall
0.76 [0.947368,0.166667]
weighted_recall
0.7466666666666667 [0.964912,0.055556]
weighted_recall
0.7702702702702703 [0.982456,0.058824]
weighted_recall
0.7297297297297297 [0.929825,0.058824]