Dataset Sival BlueScrunge

Basic characteristics Sival BlueScrunge

47414

instances

1500

bags

30

features

60

positive bags

between 31 and 32

instances per bag

1440

negative bags

Results Sival BlueScrunge

AUC dataset 133
classifier error
AUC EER meanPrec avCost
APR - - - -
DiverseDensity (10.000000) - - - -
EMDD (10.000000) - - - -
MILBoost (100 rounds) - - - -
Citation 1NN, c=1 - - - -
Citation 3NN, c=5 - - - -
MI-SVM p=1.000000 - - - -
MI-SVM r=10.000000 - - - -
MILES p=1.000000 - - - -
MILES r=10.000000 - - - -
SVmil mahal.K - - - -
SVmil haussd.K - - - -
SVmil emd.K - - - -
SimpleMIL with Logistic2 - - - -
mean-inst+Logistic2 - - - -
extremes+Logistic2 - - - -
cov-coef+Logistic2 - - - -
Bag of Words (k=10)+Logistic2 - - - -
Bag of Words (k=100)+Logistic2 - - - -
PposteriorMIL - - - -
mean-inst+LIBSVM - - - -
extremes+LIBSVM - - - -
cov-coef+LIBSVM - - - -
Bag of Words (k=10)+LIBSVM - - - -
Bag of Words (k=100)+LIBSVM - - - -

Results are obtained using 10-fold stratified crossvalidation. The best results are indicated in bold, together with the results that are not significantly worse (based on a paired-difference t-test with a confidence level of 0.05). The standard deviations are shown between brackets.

Dissim.repr. AUC dataset 133
classifier error
AUC EER meanPrec avCost
minmin.K+Logistic2 - - - -
summin.K+Logistic2 - - - -
meanmin.K+Logistic2 - - - -
meanmean.K+Logistic2 - - - -
mahal.K+Logistic2 - - - -
haussd.K+Logistic2 - - - -
emd.K+Logistic2 - - - -
linass.K+Logistic2 - - - -

Results are obtained using 10-fold stratified crossvalidation. The best results are indicated in bold, together with the results that are not significantly worse (based on a paired-difference t-test with a confidence level of 0.05). The standard deviations are shown between brackets.