8857856
4851
Dejan Kljajic
145677
Supervised Classification
area_under_roc_curve
7772
sklearn.linear_model.logistic.LogisticRegression(11)
6832896
C
1.0
7772
class_weight
null
7772
dual
false
7772
fit_intercept
true
7772
intercept_scaling
1
7772
max_iter
100
7772
multi_class
"ovr"
7772
n_jobs
1
7772
penalty
"l2"
7772
random_state
24803
7772
solver
"liblinear"
7772
tol
0.0001
7772
verbose
0
7772
warm_start
false
7772
openml-python
Sklearn_0.19.0.
4134
Bioresponse
https://www.openml.org/data/download/1681097/phpSSK7iA
-1
18631292
description
https://api.openml.org/data/download/18631292/description.xml
-1
18631291
predictions
https://api.openml.org/data/download/18631291/predictions.arff
area_under_roc_curve
0.8141189183988675 [0.814119,0.814119]
average_cost
0
f_measure
0.7540117432949881 [0.726463,0.777267]
kappa
0.5038899165464809
kb_relative_information_score
1581.965889515254
mean_absolute_error
0.29630079754380584
mean_prior_absolute_error
0.4964308656158626
number_of_instances
3751 [1717,2034]
precision
0.7540428320071864 [0.741212,0.764874]
predictive_accuracy
0.7544654758731005
prior_entropy
0.9948474345210087
recall
0.7544654758731005 [0.712289,0.790069]
relative_absolute_error
0.5968621575860735
root_mean_prior_squared_error
0.4982112822885347
root_mean_squared_error
0.4232503780136028
root_relative_squared_error
0.8495399302669366
total_cost
0
area_under_roc_curve
0.7995896032831737 [0.79959,0.79959]
area_under_roc_curve
0.8092565013174478 [0.809257,0.809257]
area_under_roc_curve
0.8313094283423073 [0.831309,0.831309]
area_under_roc_curve
0.8562836521938366 [0.856284,0.856284]
area_under_roc_curve
0.7881486997365105 [0.788149,0.788149]
area_under_roc_curve
0.8039007904685531 [0.803901,0.803901]
area_under_roc_curve
0.8120059571543132 [0.812006,0.812006]
area_under_roc_curve
0.8075908726063524 [0.807591,0.807591]
area_under_roc_curve
0.8323300080266026 [0.83233,0.83233]
area_under_roc_curve
0.7954363031762414 [0.795436,0.795436]
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
0.736954854079377 [0.716332,0.754342]
f_measure
0.7406635257447701 [0.710448,0.766265]
f_measure
0.7579694665350901 [0.720497,0.78972]
f_measure
0.8055668516019394 [0.792023,0.817043]
f_measure
0.7353163819456933 [0.704478,0.761446]
f_measure
0.75476846181728 [0.734104,0.772277]
f_measure
0.7535515151515153 [0.721212,0.780952]
f_measure
0.7435693581780538 [0.714286,0.768116]
f_measure
0.7832461983286345 [0.755287,0.806683]
f_measure
0.7271572029745778 [0.692771,0.755981]
kappa
0.47076888080072793
kappa
0.47701752620303933
kappa
0.5119305856832972
kappa
0.6092021299376151
kappa
0.4662343824134113
kappa
0.5063953987466736
kappa
0.502867517795902
kappa
0.4825355756791721
kappa
0.5623514156040632
kappa
0.44914888101615824
kb_relative_information_score
145.6979899384131
kb_relative_information_score
149.74188614433243
kb_relative_information_score
165.6769339031398
kb_relative_information_score
178.25551308203652
kb_relative_information_score
149.0135326438271
kb_relative_information_score
154.07058192613144
kb_relative_information_score
162.91058563707088
kb_relative_information_score
155.2465990402436
kb_relative_information_score
172.30085222133258
kb_relative_information_score
149.0514149787262
mean_absolute_error
0.3132081790959614
mean_absolute_error
0.30695349686169776
mean_absolute_error
0.2862871026771799
mean_absolute_error
0.27197216952346676
mean_absolute_error
0.30841028600163506
mean_absolute_error
0.30212099015781263
mean_absolute_error
0.2896491534175249
mean_absolute_error
0.2990711350597894
mean_absolute_error
0.27843933544715116
mean_absolute_error
0.3068510408450302
mean_prior_absolute_error
0.4964057123095849
mean_prior_absolute_error
0.4965087485567102
mean_prior_absolute_error
0.4965087485567102
mean_prior_absolute_error
0.4965087485567102
mean_prior_absolute_error
0.4965087485567102
mean_prior_absolute_error
0.4965087485567102
mean_prior_absolute_error
0.4965087485567102
mean_prior_absolute_error
0.4962835065281108
mean_prior_absolute_error
0.4962835065281108
mean_prior_absolute_error
0.4962835065281108
number_of_instances
376 [172,204]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [171,204]
number_of_instances
375 [171,204]
number_of_instances
375 [171,204]
precision
0.7374681436996257 [0.706215,0.763819]
precision
0.7408548057259714 [0.730061,0.75]
precision
0.7613037037037037 [0.773333,0.751111]
precision
0.8063617983506252 [0.776536,0.831633]
precision
0.7354874406760041 [0.723926,0.745283]
precision
0.7549132498427404 [0.729885,0.776119]
precision
0.7545697563631414 [0.753165,0.75576]
precision
0.7435220779220779 [0.727273,0.757143]
precision
0.7838593023255813 [0.78125,0.786047]
precision
0.7273591455273698 [0.714286,0.738318]
predictive_accuracy
0.7367021276595744
predictive_accuracy
0.7413333333333334
predictive_accuracy
0.76
predictive_accuracy
0.8053333333333333
predictive_accuracy
0.736
predictive_accuracy
0.7546666666666667
predictive_accuracy
0.7546666666666667
predictive_accuracy
0.7440000000000001
predictive_accuracy
0.784
predictive_accuracy
0.728
prior_entropy
0.9948474345210087
prior_entropy
0.9948474345210087
prior_entropy
0.9948474345210087
prior_entropy
0.9948474345210087
prior_entropy
0.9948474345210087
prior_entropy
0.9948474345210087
prior_entropy
0.9948474345210087
prior_entropy
0.9948474345210087
prior_entropy
0.9948474345210087
prior_entropy
0.9948474345210087
recall
0.7367021276595744 [0.726744,0.745098]
recall
0.7413333333333333 [0.69186,0.783251]
recall
0.76 [0.674419,0.832512]
recall
0.8053333333333333 [0.80814,0.802956]
recall
0.736 [0.686047,0.778325]
recall
0.7546666666666667 [0.738372,0.768473]
recall
0.7546666666666667 [0.69186,0.807882]
recall
0.744 [0.701754,0.779412]
recall
0.784 [0.730994,0.828431]
recall
0.728 [0.672515,0.77451]
relative_absolute_error
0.6309520042360596
relative_absolute_error
0.6182237427919928
relative_absolute_error
0.5766003187443952
relative_absolute_error
0.5477691386386572
relative_absolute_error
0.6211578081919922
relative_absolute_error
0.608490768865687
relative_absolute_error
0.5833717014241931
relative_absolute_error
0.6026215482195341
relative_absolute_error
0.5610489403426903
relative_absolute_error
0.6182978817726422
root_mean_prior_squared_error
0.4981860380352768
root_mean_prior_squared_error
0.4982894387205206
root_mean_prior_squared_error
0.4982894387205206
root_mean_prior_squared_error
0.4982894387205206
root_mean_prior_squared_error
0.4982894387205206
root_mean_prior_squared_error
0.4982894387205206
root_mean_prior_squared_error
0.4982894387205206
root_mean_prior_squared_error
0.4980633721845164
root_mean_prior_squared_error
0.4980633721845164
root_mean_prior_squared_error
0.4980633721845164
root_mean_squared_error
0.4339140842453168
root_mean_squared_error
0.4259101053018052
root_mean_squared_error
0.41230924216648085
root_mean_squared_error
0.39226943701388206
root_mean_squared_error
0.4372547629458822
root_mean_squared_error
0.43105720161715916
root_mean_squared_error
0.4242170731547599
root_mean_squared_error
0.42998078117504784
root_mean_squared_error
0.4082990565095683
root_mean_squared_error
0.43505818199801405
root_relative_squared_error
0.8709880468681284
root_relative_squared_error
0.8547443959386999
root_relative_squared_error
0.8274492897645697
root_relative_squared_error
0.7872320914951143
root_relative_squared_error
0.8775116006244086
root_relative_squared_error
0.8650739271616982
root_relative_squared_error
0.8513467077368537
root_relative_squared_error
0.8633053647152231
root_relative_squared_error
0.8197733045872458
root_relative_squared_error
0.8734996514396144
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
640.625
usercpu_time_millis
656.25
usercpu_time_millis
625
usercpu_time_millis
656.25
usercpu_time_millis
640.625
usercpu_time_millis
593.75
usercpu_time_millis
656.25
usercpu_time_millis
609.375
usercpu_time_millis
718.75
usercpu_time_millis
593.75
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
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
640.625
usercpu_time_millis_training
656.25
usercpu_time_millis_training
609.375
usercpu_time_millis_training
656.25
usercpu_time_millis_training
640.625
usercpu_time_millis_training
593.75
usercpu_time_millis_training
656.25
usercpu_time_millis_training
593.75
usercpu_time_millis_training
718.75
usercpu_time_millis_training
593.75