Rank 1: Algorithm Comparision Report


Algorithms Tested:


Permutation Results:

AlgorithmMeanModeLowerUpperMean%Mode%Lower%Upper%
Bayesian_MAP115.411610712472.1%72.5%66.9%77.5%
Bayesian_ML115.511610712472.2%72.5%66.9%77.5%
EBGM_Standard105.11059711365.7%65.6%60.6%70.6%
LDA_Euclidean101.81029311163.6%63.8%58.1%69.4%
LDA_ldaSoft101.91029311163.7%63.8%58.1%69.4%
PCA_Euclidean100.21019210962.6%63.1%57.5%68.1%
PCA_MahCosine115.411610712472.1%72.5%66.9%77.5%

Comparing Algorithms (Alg1 - Alg2):

Algorithm 1Algorithm 2MeanModeLowerUpperP(Alg1 > Alg2)P(Alg1 < Alg2)
Bayesian_MAP Bayesian_ML -0.13 0 -3 2 0.2922 0.3696
Bayesian_MAP EBGM_Standard 10.29 12 1 20 0.9772 0.0139
Bayesian_MAP LDA_Euclidean 13.60 13 5 23 0.9982 0.0012
Bayesian_MAP LDA_ldaSoft 13.42 14 4 23 0.9982 0.0010
Bayesian_MAP PCA_Euclidean 15.16 14 6 24 0.9991 0.0003
Bayesian_MAP PCA_MahCosine -0.06 1 -10 10 0.4594 0.4626
Bayesian_ML EBGM_Standard 10.41 11 1 20 0.9787 0.0123
Bayesian_ML LDA_Euclidean 13.73 13 5 23 0.9980 0.0013
Bayesian_ML LDA_ldaSoft 13.54 14 5 23 0.9981 0.0009
Bayesian_ML PCA_Euclidean 15.29 15 7 24 0.9997 0.0002
Bayesian_ML PCA_MahCosine 0.07 1 -10 10 0.4667 0.4554
EBGM_Standard LDA_Euclidean 3.32 4 -7 14 0.6913 0.2486
EBGM_Standard LDA_ldaSoft 3.13 4 -8 14 0.6759 0.2588
EBGM_Standard PCA_Euclidean 4.87 5 -5 14 0.8163 0.1342
EBGM_Standard PCA_MahCosine -10.35 -11 -21 0 0.0223 0.9635
LDA_Euclidean LDA_ldaSoft -0.19 0 -4 4 0.3644 0.4279
LDA_Euclidean PCA_Euclidean 1.56 1 -8 11 0.5836 0.3435
LDA_Euclidean PCA_MahCosine -13.66 -14 -24 -3 0.0029 0.9947
LDA_ldaSoft PCA_Euclidean 1.74 3 -8 12 0.6012 0.3239
LDA_ldaSoft PCA_MahCosine -13.48 -13 -24 -3 0.0037 0.9929
PCA_Euclidean PCA_MahCosine -15.22 -15 -24 -6 0.0005 0.9992
done.