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多重貝式網路融合演算法下的動態決斷值下的辨識效果

表6-34

最大演算法下最佳動態決斷值列表

BUG1 BUG2 BUG3 BUG4 BUG5 BUG6 BUG7 BUG8

0.4 0.1 0.5 0.5 0.5 0.7 0.2 0.2

BUG9 BUG10 BUG11 BUG12 BUG13 BUG14 BUG15 BUG16

0.4 0.7 0.2 0.8 0.8 0.2 0.9 0.9

BUG17 SKILL1 SKILL2 SKILL3 SKILL4 SKILL5 SKILL6 SKILL7

0.4 0.8 0.8 0.9 0.9 0.9 0.9 0.8

SKILL8 SKILL9 SKILL10 SKILL11 SKILL12 SKILL13 SKILL14 SKILL15

0.8 0.8 0.8 0.8 0.8 0.8 0.8 0.8

SKILL16 SKILL17 SKILL18 SKILL19 SKILL20 SKILL21 SKILL22 SKILL23

0.8 0.8 0.7 0.8 0.7 0.8 0.9 0.9

SKILL24 SKILL25 SKILL26 SKILL27 SKILL28 SKILL29 SKILL30 SKILL31

0.6 0.6 0.6 0.6 0.6 0.9 0.9 0.2

SKILL32 SKILL33 SKILL34 SKILL35 SKILL36 INDEX1 INDEX2 INDEX3

0.1 0.9 0.9 0.9 0.9 0.9 0.9 0.9

INDEX4 INDEX5 INDEX6 0.9 0.9 0.9

表6-35

最小演算法下最佳動態決斷值列表

BUG1 BUG2 BUG3 BUG4 BUG5 BUG6 BUG7 BUG8

0.4 0.1 0.5 0.5 0.3 0.5 0.1 0.1

BUG9 BUG10 BUG11 BUG12 BUG13 BUG14 BUG15 BUG16

0.1 0.6 0.2 0.7 0.7 0.2 0.9 0.3

BUG17 SKILL1 SKILL2 SKILL3 SKILL4 SKILL5 SKILL6 SKILL7

0.3 0.8 0.8 0.6 0.9 0.8 0.7 0.8

SKILL8 SKILL9 SKILL10 SKILL11 SKILL12 SKILL13 SKILL14 SKILL15

0.8 0.8 0.8 0.8 0.8 0.8 0.8 0.8

SKILL16 SKILL17 SKILL18 SKILL19 SKILL20 SKILL21 SKILL22 SKILL23

0.8 0.8 0.7 0.7 0.7 0.7 0.6 0.6

SKILL24 SKILL25 SKILL26 SKILL27 SKILL28 SKILL29 SKILL30 SKILL31

0.4 0.4 0.4 0.4 0.4 0.2 0.9 0.1

SKILL32 SKILL33 SKILL34 SKILL35 SKILL36 INDEX1 INDEX2 INDEX3

0.9 0.8 0.8 0.8 0.8 0.8 0.7 0.7

INDEX4 INDEX5 INDEX6 0.7 0.7 0.7

表6-36 乘積演算法下最佳動態決斷值列表

BUG1 BUG2 BUG3 BUG4 BUG5 BUG6 BUG7 BUG8

0.4 0.1 0.5 0.5 0.3 0.5 0.1 0.1

BUG9 BUG10 BUG11 BUG12 BUG13 BUG14 BUG15 BUG16

0.1 0.6 0.2 0.7 0.7 0.2 0.9 0.3

BUG17 SKILL1 SKILL2 SKILL3 SKILL4 SKILL5 SKILL6 SKILL7

0.3 0.8 0.8 0.6 0.9 0.8 0.7 0.8

SKILL8 SKILL9 SKILL10 SKILL11 SKILL12 SKILL13 SKILL14 SKILL15

0.8 0.8 0.8 0.8 0.8 0.8 0.8 0.8

SKILL16 SKILL17 SKILL18 SKILL19 SKILL20 SKILL21 SKILL22 SKILL23

0.8 0.8 0.7 0.7 0.7 0.7 0.6 0.6

SKILL24 SKILL25 SKILL26 SKILL27 SKILL28 SKILL29 SKILL30 SKILL31

0.4 0.4 0.4 0.4 0.4 0.2 0.9 0.1

SKILL32 SKILL33 SKILL34 SKILL35 SKILL36 INDEX1 INDEX2 INDEX3

0.9 0.8 0.8 0.8 0.8 0.8 0.7 0.7

INDEX4 INDEX5 INDEX6

0.7 0.7 0.7

表6-37

平均演算法下最佳動態決斷值列表

BUG1 BUG2 BUG3 BUG4 BUG5 BUG6 BUG7 BUG8

0.4 0.1 0.5 0.5 0.3 0.5 0.1 0.1

BUG9 BUG10 BUG11 BUG12 BUG13 BUG14 BUG15 BUG16

0.1 0.6 0.2 0.7 0.7 0.2 0.9 0.3

BUG17 SKILL1 SKILL2 SKILL3 SKILL4 SKILL5 SKILL6 SKILL7

0.3 0.8 0.8 0.6 0.9 0.8 0.7 0.8

SKILL8 SKILL9 SKILL10 SKILL11 SKILL12 SKILL13 SKILL14 SKILL15

0.8 0.8 0.8 0.8 0.8 0.8 0.8 0.8

SKILL16 SKILL17 SKILL18 SKILL19 SKILL20 SKILL21 SKILL22 SKILL23

0.8 0.8 0.7 0.7 0.7 0.7 0.6 0.6

SKILL24 SKILL25 SKILL26 SKILL27 SKILL28 SKILL29 SKILL30 SKILL31

0.4 0.4 0.4 0.4 0.4 0.2 0.9 0.1

SKILL32 SKILL33 SKILL34 SKILL35 SKILL36 INDEX1 INDEX2 INDEX3

0.9 0.8 0.8 0.8 0.8 0.8 0.7 0.7

INDEX4 INDEX5 INDEX6

0.7 0.7 0.7

表6-38

投票演算法下最佳動態決斷值列表

BUG1 BUG2 BUG3 BUG4 BUG5 BUG6 BUG7 BUG8

0.4 0.1 0.5 0.5 0.3 0.5 0.1 0.1

BUG9 BUG10 BUG11 BUG12 BUG13 BUG14 BUG15 BUG16

0.1 0.6 0.2 0.7 0.7 0.2 0.9 0.3

BUG17 SKILL1 SKILL2 SKILL3 SKILL4 SKILL5 SKILL6 SKILL7

0.3 0.8 0.8 0.6 0.9 0.8 0.7 0.8

SKILL8 SKILL9 SKILL10 SKILL11 SKILL12 SKILL13 SKILL14 SKILL15

0.8 0.8 0.8 0.8 0.8 0.8 0.8 0.8

SKILL16 SKILL17 SKILL18 SKILL19 SKILL20 SKILL21 SKILL22 SKILL23

0.8 0.8 0.7 0.7 0.7 0.7 0.6 0.6

SKILL24 SKILL25 SKILL26 SKILL27 SKILL28 SKILL29 SKILL30 SKILL31

0.4 0.4 0.4 0.4 0.4 0.2 0.9 0.1

SKILL32 SKILL33 SKILL34 SKILL35 SKILL36 INDEX1 INDEX2 INDEX3

0.9 0.8 0.8 0.8 0.8 0.8 0.7 0.7

INDEX4 INDEX5 INDEX6

0.7 0.7 0.7

表6-39

結構融合演算法下最佳動態決斷值列表

BUG1 BUG2 BUG3 BUG4 BUG5 BUG6 BUG7 BUG8

0.4 0.1 0.5 0.5 0.3 0.7 0.1 0.1

BUG9 BUG10 BUG11 BUG12 BUG13 BUG14 BUG15 BUG16

0.1 0.7 0.2 0.7 0.7 0.1 0.5 0.4

BUG17 SKILL1 SKILL2 SKILL3 SKILL4 SKILL5 SKILL6 SKILL7

0.2 0.8 0.8 0.5 0.9 0.4 0.8 0.8

SKILL8 SKILL9 SKILL10 SKILL11 SKILL12 SKILL13 SKILL14 SKILL15

0.8 0.8 0.8 0.8 0.8 0.8 0.8 0.8

SKILL16 SKILL17 SKILL18 SKILL19 SKILL20 SKILL21 SKILL22 SKILL23

0.8 0.8 0.7 0.8 0.7 0.8 0.5 0.5

SKILL24 SKILL25 SKILL26 SKILL27 SKILL28 SKILL29 SKILL30 SKILL31

0.6 0.6 0.6 0.6 0.6 0.3 0.8 0.9

SKILL32 SKILL33 SKILL34 SKILL35 SKILL36 INDEX1 INDEX2 INDEX3

0.9 0.4 0.4 0.5 0.4 0.4 0.9 0.9

INDEX4 INDEX5 INDEX6

0.9 0.9 0.9

表6-40

最大演算法下最佳動態決斷值辨識效果

BUG1 BUG2 BUG3 BUG4 BUG5 BUG6 BUG7 BUG8 0.98344 0.98339 0.98005 0.98005 0.97005 0.95667 0.96339 0.96339 BUG9 BUG10 BUG11 BUG12 BUG13 BUG14 BUG15 BUG16

0.93361 0.97 0.99 0.98 0.97 0.97361 0.90361 0.93355 BUG17 SKILL1 SKILL2 SKILL3 SKILL4 SKILL5 SKILL6 SKILL7

0.95022 0.96683 0.79388 0.84383 0.85393 0.79077 0.88366 0.95683 SKILL8 SKILL9 SKILL10 SKILL11 SKILL12 SKILL13 SKILL14 SKILL15 0.96683 0.96683 0.97016 0.96683 0.96683 0.82716 0.96683 0.82716 SKILL16 SKILL17 SKILL18 SKILL19 SKILL20 SKILL21 SKILL22 SKILL23 0.97016 0.96683 0.85716 0.77738 0.85716 0.77738 0.84383 0.84383 SKILL24 SKILL25 SKILL26 SKILL27 SKILL28 SKILL29 SKILL30 SKILL31 0.89049 0.89049 0.89049 0.89049 0.89049 0.85038 0.74454 0.8041 SKILL32 SKILL33 SKILL34 SKILL35 SKILL36 INDEX1 INDEX2 INDEX3

0.78749 0.79727 0.79727 0.79727 0.79077 0.79077 0.81754 0.86055 INDEX4 INDEX5 INDEX6 Average

0.86388 0.86055 0.86388 0.8933 表6-41

最小演算法下最佳動態決斷值辨識效果

BUG1 BUG2 BUG3 BUG4 BUG5 BUG6 BUG7 BUG8 0.98344 0.98339 0.98005 0.98005 0.96667 0.96005 0.93016 0.93016 BUG9 BUG10 BUG11 BUG12 BUG13 BUG14 BUG15 BUG16

0.92027 0.97667 0.99 0.98667 0.97667 0.96694 0.93699 0.94033 BUG17 SKILL1 SKILL2 SKILL3 SKILL4 SKILL5 SKILL6 SKILL7

0.92694 0.9635 0.84055 0.85372 0.88388 0.83404 0.87372 0.9535 SKILL8 SKILL9 SKILL10 SKILL11 SKILL12 SKILL13 SKILL14 SKILL15 0.9635 0.9635 0.96683 0.9635 0.9635 0.83049 0.9635 0.83049 SKILL16 SKILL17 SKILL18 SKILL19 SKILL20 SKILL21 SKILL22 SKILL23 0.96683 0.9635 0.89683 0.78732 0.89683 0.78732 0.85372 0.85372 SKILL24 SKILL25 SKILL26 SKILL27 SKILL28 SKILL29 SKILL30 SKILL31 0.89383 0.89383 0.89383 0.89383 0.89383 0.86377 0.80432 0.83749 SKILL32 SKILL33 SKILL34 SKILL35 SKILL36 INDEX1 INDEX2 INDEX3

0.82749 0.83388 0.83388 0.83388 0.83404 0.83404 0.82082 0.85727 INDEX4 INDEX5 INDEX6 Average

0.8706 0.85727 0.8706 0.90234

表6-42

乘積演算法下最佳動態決斷值辨識效果

BUG1 BUG2 BUG3 BUG4 BUG5 BUG6 BUG7 BUG8 0.94699 0.97672 0.96005 0.96005 0.95011 0.93339 0.86705 0.86705 BUG9 BUG10 BUG11 BUG12 BUG13 BUG14 BUG15 BUG16

0.90705 0.96339 0.97344 0.94683 0.94016 0.95689 0.90366 0.92705 BUG17 SKILL1 SKILL2 SKILL3 SKILL4 SKILL5 SKILL6 SKILL7

0.89355 0.7006 0.35568 0.31224 0.8871 0.44208 0.50579 0.71377 SKILL8 SKILL9 SKILL10 SKILL11 SKILL12 SKILL13 SKILL14 SKILL15 0.7006 0.7006 0.69727 0.7006 0.7006 0.42202 0.7006 0.42202 SKILL16 SKILL17 SKILL18 SKILL19 SKILL20 SKILL21 SKILL22 SKILL23 0.69727 0.7006 0.29918 0.41557 0.29918 0.41557 0.31224 0.31224 SKILL24 SKILL25 SKILL26 SKILL27 SKILL28 SKILL29 SKILL30 SKILL31 0.86721 0.86721 0.86721 0.86721 0.86721 0.81727 0.38514 0.78421 SKILL32 SKILL33 SKILL34 SKILL35 SKILL36 INDEX1 INDEX2 INDEX3

0.82732 0.41557 0.41557 0.41557 0.44208 0.44208 0.45197 0.52224 INDEX4 INDEX5 INDEX6 Average

0.5488 0.52224 0.5488 0.6807

表6-43

平均演算法下最佳動態決斷值辨識效果

BUG1 BUG2 BUG3 BUG4 BUG5 BUG6 BUG7 BUG8 0.98344 0.98339 0.98005 0.98005 0.96672 0.95667 0.96672 0.96672 BUG9 BUG10 BUG11 BUG12 BUG13 BUG14 BUG15 BUG16

0.93355 0.97005 0.99 0.98667 0.97667 0.97027 0.93361 0.94355 BUG17 SKILL1 SKILL2 SKILL3 SKILL4 SKILL5 SKILL6 SKILL7

0.94355 0.9635 0.85388 0.84721 0.86388 0.82738 0.87361 0.9535 SKILL8 SKILL9 SKILL10 SKILL11 SKILL12 SKILL13 SKILL14 SKILL15 0.9635 0.9635 0.96683 0.9635 0.9635 0.83049 0.9635 0.83049 SKILL16 SKILL17 SKILL18 SKILL19 SKILL20 SKILL21 SKILL22 SKILL23 0.96683 0.9635 0.89027 0.76749 0.89027 0.76749 0.84721 0.84721 SKILL24 SKILL25 SKILL26 SKILL27 SKILL28 SKILL29 SKILL30 SKILL31 0.88721 0.88721 0.88721 0.88721 0.88721 0.85705 0.80098 0.82404 SKILL32 SKILL33 SKILL34 SKILL35 SKILL36 INDEX1 INDEX2 INDEX3

0.8141 0.82721 0.82721 0.82721 0.82738 0.82738 0.80749 0.85716 INDEX4 INDEX5 INDEX6 Average

0.86049 0.85716 0.86049 0.9002

表6-44

投票演算法下最佳動態決斷值辨識效果

BUG1 BUG2 BUG3 BUG4 BUG5 BUG6 BUG7 BUG8 0.98344 0.98339 0.98005 0.98005 0.96672 0.95667 0.97339 0.97339 BUG9 BUG10 BUG11 BUG12 BUG13 BUG14 BUG15 BUG16

0.92027 0.97333 0.99 0.98333 0.97333 0.96694 0.91694 0.94033 BUG17 SKILL1 SKILL2 SKILL3 SKILL4 SKILL5 SKILL6 SKILL7

0.93355 0.96683 0.85049 0.85727 0.87721 0.80738 0.87705 0.95683 SKILL8 SKILL9 SKILL10 SKILL11 SKILL12 SKILL13 SKILL14 SKILL15 0.96683 0.96683 0.97016 0.96683 0.96683 0.82716 0.96683 0.82716 SKILL16 SKILL17 SKILL18 SKILL19 SKILL20 SKILL21 SKILL22 SKILL23 0.97016 0.96683 0.87699 0.74421 0.87699 0.74421 0.85727 0.85727 SKILL24 SKILL25 SKILL26 SKILL27 SKILL28 SKILL29 SKILL30 SKILL31 0.89049 0.89049 0.89049 0.89049 0.89049 0.85038 0.77781 0.82743 SKILL32 SKILL33 SKILL34 SKILL35 SKILL36 INDEX1 INDEX2 INDEX3

0.80421 0.80721 0.80721 0.80721 0.80738 0.80738 0.81082 0.85393 INDEX4 INDEX5 INDEX6 Average

0.86393 0.85393 0.86393 0.8972 表6-45

結構融合演算法下最佳動態決斷值辨識效果

BUG1 BUG2 BUG3 BUG4 BUG5 BUG6 BUG7 BUG8 0.98344 0.98339 0.98005 0.98005 0.97 0.95339 0.96672 0.96672 BUG9 BUG10 BUG11 BUG12 BUG13 BUG14 BUG15 BUG16

0.9335 0.97667 0.99 0.98667 0.97667 0.97689 0.93699 0.94027 BUG17 SKILL1 SKILL2 SKILL3 SKILL4 SKILL5 SKILL6 SKILL7

0.95672 0.96683 0.85738 0.87372 0.8806 0.84388 0.93022 0.95683 SKILL8 SKILL9 SKILL10 SKILL11 SKILL12 SKILL13 SKILL14 SKILL15 0.96683 0.96683 0.97016 0.96683 0.96683 0.83049 0.96683 0.83049 SKILL16 SKILL17 SKILL18 SKILL19 SKILL20 SKILL21 SKILL22 SKILL23 0.97016 0.96683 0.89361 0.85066 0.89361 0.85066 0.87372 0.87372 SKILL24 SKILL25 SKILL26 SKILL27 SKILL28 SKILL29 SKILL30 SKILL31 0.89383 0.89383 0.89383 0.89383 0.89383 0.88366 0.81098 0.83749 SKILL32 SKILL33 SKILL34 SKILL35 SKILL36 INDEX1 INDEX2 INDEX3

0.82082 0.85705 0.85705 0.86705 0.84388 0.84388 0.82415 0.89716 INDEX4 INDEX5 INDEX6 Average

0.91049 0.89716 0.91049 0.9142

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