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0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 10
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
FP entropy distribution
entropy
fracti
on
of
ea
ch
dete
cto
r’s f
als
e p
osit
ives
Adaboost−sigmoid
Adaboost−platt
Adaboost−IR
Adaboost−>SE−GP
Logitboost
SE−GP
Linear−GP
SVM−sigmoid
RVM
0 0.2 0.4 0.6 0.8 10
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
TP entropy distribution
entropy
fra
cti
on
of
eac
h d
ete
cto
r’s t
rue p
os
itiv
es
Adaboost−sigmoid
Adaboost−platt
Adaboost−IR
Adaboost−>SE−GP
Logitboost
SE−GP
Linear−GP
SVM−sigmoid
RVM
0 0.2 0.4 0.6 0.8 10
0.2
0.4
0.6
0.8
1
Mean Predicted Value
Fra
cti
on
of
Po
sit
ive
s
Reliability Diagram
Adaboost−sigmoid
Adaboost−platt
Adaboost−IR
Adaboost−>SE−GP
Logitboost
SE−GP
Linear−GP
SVM−sigmoid
RVM
0 0.2 0.4 0.6 0.8 10
0.2
0.4
0.6
0.8
1
Mean Predicted Value
Fra
cti
on
of
Po
sit
ives
Reliability Diagram
Adaboost−sigmoid
Adaboost−platt
Adaboost−IR
SE−GP