Table 9 Results of different methods.

From: A new correlation belief function in Dempster-Shafer evidence theory and its application in classification

 

\(m(\{\theta _1\})\)

\(m(\{\theta _2\})\)

\(m(\{\theta _3\})\)

\(m(\{\theta _1,\theta _2\})\)

\(m(\{\theta _2,\theta _3\})\)

\(m(\{\theta _1,\theta _3\})\)

\(m(\{\theta _1,\theta _2,\theta _3\})\)

\(m(\emptyset )\)

Dempster’s method34

0

1

0

0

0

0

0

0

Yager’s method76

0

0.0013

0

0

0

0

0

0.9987

Deng et al.’s method77,78

0.1914

0.7820

0.0010

0

0

0

0

0

Proposed method

0.1352

0.8516

0.0132

0

0

0

0

0

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