Reference - Florida Institute of Technologymy.fit.edu/~vkepuska/Thesis/Chih-Ti Shih/Chih-Ti... ·...
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Appendix A. Pitch-based Feature Experimental Result
WAKE-UP-WORD: ALL
WUW: All WUWsFeatures
Valid Data Pt > 0 % > 0 Pt = 0 % = 0 Pt < 0 % < 0
APW_AP1SBW 1415 726 51 0 0 689 49AP1sSW_AP1SBW 1415 735 52 0 0 680 48
APW_APALL 2282 947 41 0 0 1335 59AP1sSW_APALL 2282 996 44 2 0 1284 56APW_APALLBW 2188 962 44 0 0 1226 56
AP1sSW_APALLBW 2188 1003 46 2 0 1183 54MaxPW_MaxP1SBW 1415 948 67 53 4 414 29
MaxP1sSW_MaxP1SBW 1415 719 51 54 4 642 45MaxPW_MaxPAll 2282 1020 45 109 5 1153 51
MaxP1sSW_MaxPAll 2282 716 31 213 9 1353 59MaxP1sSW_MaxPAllBW 2188 1069 49 111 5 1008 46
MaxPW_MaxPAllBW 2188 1003 35 2 10 1183 55Table A-1 Pitch-based Features Result of All WUWs
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
50
100
150
200
250(WUWAP-LSAP)/LSAP cumulative plot
(WUWAP-LSAP)/LSAP
%, N
o. o
f Dat
a
Figure A-1 Distribution and Cumulative plots of pitch-based feature, APW_AP1SBW of All WUWs
56
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
50
100
150
200
250(WUW1stAP-LSAP)/LSAP cumulative plot
(WUW1stAP-LSAP)/LSAP
%, N
o. o
f Dat
a
Figure A-2 Distribution and Cumulative plots of pitch-based feature, AP1sSW_AP1SBW of All WUWs
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
50
100
150
200
250
300
350
400(WUWAP-AllAP)/AllAP cumulative plot
(WUWAP-AllAP)/AllAP
%, N
o. o
f Dat
a
Figure A-3 Distribution and Cumulative plots of pitch-based feature, APW_APALL of All WUWs
57
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
50
100
150
200
250(WUW1stAP-LSAP)/LSAP cumulative plot
(WUW1stAP-LSAP)/LSAP
%, N
o. o
f Dat
a
Figure A-4 Distribution and Cumulative plots of pitch-based feature, AP1sSW_APALL of All WUWs
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
50
100
150
200
250
300
350(WUW1stAP-AllAP)/AllAP cumulative plot
(WUW1stAP-AllAP)/AllAP
%, N
o. o
f Dat
a
Figure A-5 Distribution and Cumulative plots of pitch-based feature, APW_APALLBW of All WUWs
58
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
50
100
150
200
250
300
350(WUW1stAP-AllAP)/AllAP cumulative plot
(WUW1stAP-AllAP)/AllAP
%, N
o. o
f Dat
a
Figure A-6 Distribution and Cumulative plots of pitch-based feature, AP1sSW_APALL of All WUWs
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
20
40
60
80
100
120
140
160
180(WUWMAXP-LSMAXP)/LSMAXP cumulative plot
(WUWMAXP-LSMAXP)/LSMAXP
%, N
o. o
f Dat
a
Figure A-7 Distribution and Cumulative plots of pitch-based feature, MaxP_MaxP1SBW of All WUWs
59
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
20
40
60
80
100
120
140
160
180
200(WUW1stMAXP-LSMAXP)/LSMAXP cumulative plot
(WUW1stMAXP-LSMAXP)/LSMAXP
%, N
o. o
f Dat
a
Figure A-8 Distribution and Cumulative plots of pitch-based feature, MaxP1sSW_MaxP1SBW of All WUWs
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
50
100
150
200
250
300
350(WUWMAXP-AllMAXP)/AllMAXP cumulative plot
(WUWMAXP-AllMAXP)/AllMAXP
%, N
o. o
f Dat
a
Figure A-9 Distribution and Cumulative plots of pitch-based feature, MaxPW_MaxPAll of All WUWs
60
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
50
100
150
200
250
300(WUWMAXP-AllMAXP)/AllMAXP cumulative plot
(WUWMAXP-AllMAXP)/AllMAXP
%, N
o. o
f Dat
a
Figure A-10 Distribution and Cumulative plots of pitch-based feature, MaxP1sSW_MaxPAll of All WUWs
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
50
100
150
200
250
300
350
400
(WUW1stMAXP-AllAMAXPbeforeWUW)/AllMAXPbeforeWUW cumulative plot
(WUW1stMAXP-AllAMAXPbeforeWUW)/AllMAXPbeforeWUW
%, N
o. o
f Dat
a
Figure A-11 Distribution and Cumulative plots of pitch-based feature, MaxP1sSW_MaxPAllBW of All WUWs
61
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
50
100
150
200
250
300
(WUWMAXP-AllMAXPbeforeWUW)/AllMAXPbeforeWUW cumulative plot
(WUWMAXP-AllMAXPbeforeWUW)/AllMAXPbeforeWUW
%, N
o. o
f Dat
a
Figure A-12 Distribution and Cumulative plots of pitch-based feature, MaxPW_MaxPAllBW of All WUWs
WUW: OPERATOR
WUW: OperatorFeatures
Valid Data Pt > 0 % > 0 Pt = 0 % = 0 Pt < 0 % < 0
APW_AP1SBW 268 122 46 0 0 146 54
AP1sSW_AP1SBW 268 113 42 0 0 155 58
APW_APALL 461 184 40 0 0 277 60
AP1sSW_APALL 461 182 39 0 0 279 61
APW_APALLBW 455 187 41 0 0 268 59
AP1sSW_APALLBW 455 179 39 0 0 276 61
MaxPW_MaxP1SBW 268 155 58 12 4 101 38
MaxP1sSW_MaxP1SBW 268 94 35 8 3 166 62
MaxPW_MaxPAll 461 192 42 27 6 240 52
MaxP1sSW_MaxPAll 461 144 31 48 10 269 58
MaxP1sSW_MaxPAllBW 455 209 46 27 6 219 48
MaxPW_MaxPAllBW 455 179 33 0 12 276 55Table A-2 Pitch-based Features Result of the WUW “Operator”
62
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUWAP-LSAP)/LSAP cumulative plot
(WUWAP-LSAP)/LSAP
%, N
o. o
f Dat
a
Figure A-13 Distribution and Cumulative plots of pitch-based feature, APW_AP1SBW of the WUW “Operator”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUW1stAP-LSAP)/LSAP cumulative plot
(WUW1stAP-LSAP)/LSAP
%, N
o. o
f Dat
a
Figure A-14 Distribution and Cumulative plots of pitch-based feature, AP1sSW_AP1SBW of the WUW “Operator”
63
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUWAP-AllAP)/AllAP cumulative plot
(WUWAP-AllAP)/AllAP
%, N
o. o
f Dat
a
Figure A-15 Distribution and Cumulative plots of pitch-based feature, APW_APALL of the WUW “Operator”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUW1stAP-AllAP)/AllAP cumulative plot
(WUW1stAP-AllAP)/AllAP
%, N
o. o
f Dat
a
Figure A-16 Distribution and Cumulative plots of pitch-based feature, AP1sSW_APALL of the WUW “Operator”
64
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100
(WUWAP-AllAPbeforeWUW)/AllAPbeforeWUW cumulative plot
(WUWAP-AllAPbeforeWUW)/AllAPbeforeWUW
%, N
o. o
f Dat
a
Figure A-17 Distribution and Cumulative plots of pitch-based feature, APW_APALLBW of the WUW “Operator”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUW1stAP-AllAP)/AllAP cumulative plot
(WUW1stAP-AllAP)/AllAP
%, N
o. o
f Dat
a
Figure A-18 Distribution and Cumulative plots of pitch-based feature, AP1sSW_APALL of the WUW “Operator”
65
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUW1stMAXP-LSMAXP)/LSMAXP cumulative plot
(WUW1stMAXP-LSMAXP)/LSMAXP
%, N
o. o
f Dat
a
Figure A-19 Distribution and Cumulative plots of pitch-based feature, MaxP_MaxP1SBW of the WUW “Operator”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUW1stMAXP-LSMAXP)/LSMAXP cumulative plot
(WUW1stMAXP-LSMAXP)/LSMAXP
%, N
o. o
f Dat
a
Figure A-20 Distribution and Cumulative plots of pitch-based feature, MaxP1sSW_MaxP1SBW of the WUW “Operator”
66
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUWMAXP-AllMAXP)/AllMAXP cumulative plot
(WUWMAXP-AllMAXP)/AllMAXP
%, N
o. o
f Dat
a
Figure A-21 Distribution and Cumulative plots of pitch-based feature, MaxPW_MaxPAll of the WUW “Operator”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUW1stAP-AllAP)/AllAP cumulative plot
(WUW1stAP-AllAP)/AllAP
%, N
o. o
f Dat
a
Figure A-22 Distribution and Cumulative plots of pitch-based feature, MaxP1sSW_MaxPAll of the WUW “Operator”
67
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100
(WUW1stMAXP-AllAMAXPbeforeWUW)/AllMAXPbeforeWUW cumulative plot
(WUW1stMAXP-AllAMAXPbeforeWUW)/AllMAXPbeforeWUW
%, N
o. o
f Dat
a
Figure A-23 Distribution and Cumulative plots of pitch-based feature, MaxP1sSW_MaxPAllBW of the WUW “Operator”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100
(WUWMAXP-AllMAXPbeforeWUW)/AllMAXPbeforeWUW cumulative plot
(WUWMAXP-AllMAXPbeforeWUW)/AllMAXPbeforeWUW
%, N
o. o
f Dat
a
Figure A-24 Distribution and Cumulative plots of pitch-based feature, MaxPW_MaxPAllBW of the WUW “Operator”
68
WUW: WILDFIRE
WUW: WildfireFeatures
Valid Data Pt > 0 % > 0 Pt = 0 % = 0 Pt < 0 % < 0
APW_AP1SBW 266 111 42 0 0 155 58
AP1sSW_AP1SBW 266 132 50 0 0 134 50
APW_APALL 323 70 22 0 0 253 78
AP1sSW_APALL 323 89 28 0 0 234 72
APW_APALLBW 297 73 25 0 0 224 75
AP1sSW_APALLBW 297 97 33 0 0 200 67
MaxPW_MaxP1SBW 266 175 66 12 5 79 30
MaxP1sSW_MaxP1SBW 266 141 53 12 5 113 42
MaxPW_MaxPAll 323 84 26 9 3 230 71
MaxP1sSW_MaxPAll 323 54 17 11 3 258 80
MaxP1sSW_MaxPAllBW 297 79 27 9 3 209 70
MaxPW_MaxPAllBW 297 97 18 0 0 200 79Table A-3 Pitch-based-Based Features Result of the WUW “Wildfire”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUWAP-LSAP)/LSAP cumulative plot
(WUWAP-LSAP)/LSAP
%, N
o. o
f Dat
a
Figure A-25 Distribution and Cumulative plots of pitch-based feature, APW_AP1SBW of the WUW “Wildfire”
69
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUW1stAP-LSAP)/LSAP cumulative plot
(WUW1stAP-LSAP)/LSAP
%, N
o. o
f Dat
a
Figure A-26 Distribution and Cumulative plots of pitch-based feature, AP1sSW_AP1SBW of the WUW “Wildfire”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUWAP-AllAP)/AllAP cumulative plot
(WUWAP-AllAP)/AllAP
%, N
o. o
f Dat
a
Figure A-27 Distribution and Cumulative plots of pitch-based feature, APW_APALL of the WUW “Wildfire”
70
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUW1stAP-AllAP)/AllAP cumulative plot
(WUW1stAP-AllAP)/AllAP
%, N
o. o
f Dat
a
Figure A-28 Distribution and Cumulative plots of pitch-based feature, AP1sSW_APALL of the WUW “Wildfire”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100
(WUWAP-AllAPbeforeWUW)/AllAPbeforeWUW cumulative plot
(WUWAP-AllAPbeforeWUW)/AllAPbeforeWUW
%, N
o. o
f Dat
a
Figure A-29 Distribution and Cumulative plots of pitch-based feature, APW_APALLBW of the WUW “Wildfire”
71
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUW1stAP-AllAP)/AllAP cumulative plot
(WUW1stAP-AllAP)/AllAP
%, N
o. o
f Dat
a
Figure A-30 Distribution and Cumulative plots of pitch-based feature, AP1sSW_APALL of the WUW “Wildfire”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUWMAXP-LSMAXP)/LSMAXP cumulative plot
(WUWMAXP-LSMAXP)/LSMAXP
%, N
o. o
f Dat
a
72
Figure A-31 Distribution and Cumulative plots of pitch-based feature, MaxP_MaxP1SBW of the WUW “Wildfire”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUW1stMAXP-LSMAXP)/LSMAXP cumulative plot
(WUW1stMAXP-LSMAXP)/LSMAXP
%, N
o. o
f Dat
a
Figure A-32 Distribution and Cumulative plots of pitch-based feature, MaxP1sSW_MaxP1SBW of the WUW “Wildfire”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUWMAXP-AllMAXP)/AllMAXP cumulative plot
(WUWMAXP-AllMAXP)/AllMAXP
%, N
o. o
f Dat
a
73
Figure A-33 Distribution and Cumulative plots of pitch-based feature, MaxPW_MaxPAll of the WUW “Wildfire”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUW1stAP-AllAP)/AllAP cumulative plot
(WUW1stAP-AllAP)/AllAP
%, N
o. o
f Dat
a
Figure A-34 Distribution and Cumulative plots of pitch-based feature, MaxP1sSW_MaxPAll of the WUW “Wildfire”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100
(WUW1stMAXP-AllAMAXPbeforeWUW)/AllMAXPbeforeWUW cumulative plot
(WUW1stMAXP-AllAMAXPbeforeWUW)/AllMAXPbeforeWUW
%, N
o. o
f Dat
a
74
Figure A-35 Distribution and Cumulative plots of pitch-based feature, MaxP1sSW_MaxPAllBW of the WUW “Wildfire”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100
(WUW1stAP-AllAPbeforeWUW)/AllAPbeforeWUW cumulative plot
(WUW1stAP-AllAPbeforeWUW)/AllAPbeforeWUW
%, N
o. o
f Dat
a
Figure A-36 Distribution and Cumulative plots of pitch-based feature, MaxPW_MaxPAllBW of the WUW “Wildfire”
WUW: ONWORD
WUW: OnwordFeatures
Valid Data Pt > 0 % > 0 Pt = 0 % = 0 Pt < 0 % < 0
APW_AP1SBW 249 113 45 0 0 136 55
AP1sSW_AP1SBW 249 123 49 0 0 126 51
APW_APALL 451 199 44 0 0 252 56
AP1sSW_APALL 451 211 47 0 0 240 53
APW_APALLBW 428 185 43 0 0 243 57
AP1sSW_APALLBW 428 194 45 0 0 234 55
MaxPW_MaxP1SBW 249 145 58 8 3 96 39
MaxP1sSW_MaxP1SBW 249 129 52 8 3 112 45
MaxPW_MaxPAll 451 191 42 19 4 241 53
MaxP1sSW_MaxPAll 451 170 38 29 6 252 56
75
MaxP1sSW_MaxPAllBW 428 209 49 23 5 196 46
MaxPW_MaxPAllBW 428 194 45 0 0 234 55Table A-4 Pitch-based Features Result of the WUW “Onword”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUWAP-LSAP)/LSAP cumulative plot
(WUWAP-LSAP)/LSAP
%, N
o. o
f Dat
a
Figure A-37 Distribution and Cumulative plots of pitch-based feature, APW_AP1SBW of the WUW “Onword”
76
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUW1stAP-LSAP)/LSAP cumulative plot
(WUW1stAP-LSAP)/LSAP
%, N
o. o
f Dat
a
Figure A-38 Distribution and Cumulative plots of pitch-based feature, AP1sSW_AP1SBW of the WUW “Onword”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUWAP-AllAP)/AllAP cumulative plot
(WUWAP-AllAP)/AllAP
%, N
o. o
f Dat
a
Figure A-39 Distribution and Cumulative plots of pitch-based feature, APW_APALL of the WUW “Onword”
77
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUW1stAP-AllAP)/AllAP cumulative plot
(WUW1stAP-AllAP)/AllAP
%, N
o. o
f Dat
a
Figure A-40 Distribution and Cumulative plots of pitch-based feature, AP1sSW_APALL of the WUW “Onword”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUWAP-AllAPbeforeWUW)/AllAPbeforeWUW cumulative plot
(WUWAP-AllAPbeforeWUW)/AllAPbeforeWUW
%, N
o. o
f Dat
a
Figure A-41 Distribution and Cumulative plots of pitch-based feature, APW_APALLBW of the WUW “Onword”
78
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUW1stAP-AllAPbeforeWUW)/AllAPbeforeWUW cumulative plot
(WUW1stAP-AllAPbeforeWUW)/AllAPbeforeWUW
%, N
o. o
f Dat
a
Figure A-42 Distribution and Cumulative plots of pitch-based feature, AP1sSW_APALLBW of the WUW “Onword”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUWMAXP-LSMAXP)/LSMAXP cumulative plot
(WUWMAXP-LSMAXP)/LSMAXP
%, N
o. o
f Dat
a
Figure A-43 Distribution and Cumulative plots of pitch-based feature, MaxP_MaxP1SBW of the WUW “Onword”
79
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUW1stMAXP-LSMAXP)/LSMAXP cumulative plot
(WUW1stMAXP-LSMAXP)/LSMAXP
%, N
o. o
f Dat
a
Figure A-44 Distribution and Cumulative plots of pitch-based feature, MaxP1sSW_MaxP1SBW of the WUW “Onword”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUWMAXP-AllMAXP)/AllMAXP cumulative plot
(WUWMAXP-AllMAXP)/AllMAXP
%, N
o. o
f Dat
a
Figure A-45 Distribution and Cumulative plots of pitch-based feature, MaxPW_MaxPAll of the WUW “Onword”
80
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
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90
100(WUW1stMAXP-AllMAXP)/AllMAXP cumulative plot
(WUW1stMAXP-AllMAXP)/AllMAXP
%, N
o. o
f Dat
a
Figure A-46 Distribution and Cumulative plots of pitch-based feature, MaxP1sSW_MaxPall of the WUW “Onword”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
50
60
70
80
90
100(WUW1stMAXP-AllAMAXPbeforeWUW)/AllMAXPbeforeWUW cumulative plot
(WUW1stMAXP-AllAMAXPbeforeWUW)/AllMAXPbeforeWUW
%, N
o. o
f Dat
a
Figure A-47 Distribution and Cumulative plots of pitch-based feature, MaxP1sSW_MaxPAllBW of the WUW “Onword”
81
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
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60
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80
90
100(WUWMAXP-AllMAXPbeforeWUW)/AllMAXPbeforeWUW cumulative plot
(WUWMAXP-AllMAXPbeforeWUW)/AllMAXPbeforeWUW
%, N
o. o
f Dat
a
Figure A-48 Distribution and Cumulative plots of pitch-based feature, MaxPW_MaxPAllBW of the WUW “Onword”
WUW: THINKENGINE
WUW: ThinkEngineFeatures
Valid Data Pt > 0 % > 0 Pt = 0 % = 0 Pt < 0 % < 0
APW_AP1SBW 282 182 65 0 0 100 35AP1sSW_AP1SBW 282 180 64 0 0 102 36APW_APALL 464 236 51 0 0 228 49
AP1sSW_APALL 464 260 56 1 0 203 44APW_APALLBW 448 225 57 0 0 193 43
AP1sSW_APALLBW 448 273 61 1 0 174 39MaxP_MaxP1SBW 282 214 76 6 2 62 22MaxP1sSW_MaxP1SBW 282 166 59 10 4 106 38MaxPW_MaxPAll 464 241 52 22 5 201 43MaxP1sSW_MaxPAll 464 141 30 66 14 257 55MaxP1sSW_MaxPAllBW 448 252 56 22 5 174 39
MaxPW_MaxPAllBW 448 273 60 1 0 174 41Table A-5 Pitch-based Features Result of the WUW “ThinkEngine”
82
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
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100(WUWAP-LSAP)/LSAP cumulative plot
(WUWAP-LSAP)/LSAP
%, N
o. o
f Dat
a
Figure A-49 Distribution and Cumulative plots of pitch-based feature, APW_AP1SBW of the WUW “ThinkEngine”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
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100(WUW1stAP-LSAP)/LSAP cumulative plot
(WUW1stAP-LSAP)/LSAP
%, N
o. o
f Dat
a
Figure A-50 Distribution and Cumulative plots of pitch-based feature, AP1sSW_AP1SBW of the WUW “ThinkEngine”
83
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
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100(WUWAP-AllAP)/AllAP cumulative plot
(WUWAP-AllAP)/AllAP
%, N
o. o
f Dat
a
Figure A-51 Distribution and Cumulative plots of pitch-based feature, APW_APAll of the WUW “ThinkEngine”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
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100(WUW1stAP-AllAP)/AllAP cumulative plot
(WUW1stAP-AllAP)/AllAP
%, N
o. o
f Dat
a
Figure A-52 Distribution and Cumulative plots of pitch-based feature, AP1sSW_APAll of the WUW “ThinkEngine”
84
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
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100(WUWAP-AllAPbeforeWUW)/AllAPbeforeWUW cumulative plot
(WUWAP-AllAPbeforeWUW)/AllAPbeforeWUW
%, N
o. o
f Dat
a
Figure A-53 Distribution and Cumulative plots of pitch-based feature, APW_APAllBW of the WUW “ThinkEngine”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
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(WUW1stAP-AllAPbeforeWUW)/AllAPbeforeWUW cumulative plot
(WUW1stAP-AllAPbeforeWUW)/AllAPbeforeWUW
%, N
o. o
f Dat
a
Figure A-54 Distribution and Cumulative plots of pitch-based feature, AP1sSW_APAllBW of the WUW “ThinkEngine”
85
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
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100(WUWMAXP-LSMAXP)/LSMAXP cumulative plot
(WUWMAXP-LSMAXP)/LSMAXP
%, N
o. o
f Dat
a
Figure A-55 Distribution and Cumulative plots of pitch-based feature, MaxP_MaxP1SBW of the WUW “ThinkEngine”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
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100(WUW1stMAXP-LSMAXP)/LSMAXP cumulative plot
(WUW1stMAXP-LSMAXP)/LSMAXP
%, N
o. o
f Dat
a
Figure A-56 Distribution and Cumulative plots of pitch-based feature, MaxP1sSW_MaxP1sSBW of the WUW “ThinkEngine”
86
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
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100(WUWMAXP-AllMAXP)/AllMAXP cumulative plot
(WUWMAXP-AllMAXP)/AllMAXP
%, N
o. o
f Dat
a
Figure A-57 Distribution and Cumulative plots of pitch-based feature, MaxPW_MaxPall of the WUW “ThinkEngine”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
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100(WUW1stMAXP-AllMAXP)/AllMAXP cumulative plot
(WUW1stMAXP-AllMAXP)/AllMAXP
%, N
o. o
f Dat
a
Figure A-58 Distribution and Cumulative plots of pitch-based feature, MaxP1sSW_MaxPall of the WUW “ThinkEngine”
87
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
20
40
60
80
100
120(WUW1stMAXP-AllAMAXPbeforeWUW)/AllMAXPbeforeWUW cumulative plot
(WUW1stMAXP-AllAMAXPbeforeWUW)/AllMAXPbeforeWUW
%, N
o. o
f Dat
a
Figure A-59 Distribution and Cumulative plots of pitch-based feature, MaxP1sSW_MaxPAllBW of the WUW “ThinkEngine”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
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40
50
60
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90
100
(WUWMAXP-AllMAXPbeforeWUW)/AllMAXPbeforeWUW cumulative plot
(WUWMAXP-AllMAXPbeforeWUW)/AllMAXPbeforeWUW
%, N
o. o
f Dat
a
Figure A-60 Distribution and Cumulative plots of pitch-based feature, MaxPW_MaxPAllBW of the WUW “ThinkEngine”
88
WUW: VOYAGER
WUW: VoyagerFeatures
Valid Data Pt > 0 % > 0 Pt = 0 % = 0 Pt < 0 % < 0
APW_AP1SBW 277 168 61 0 0 109 39
AP1sSW_AP1SBW 277 156 56 0 0 121 44APW_APALL 357 150 42 0 0 207 58
AP1sSW_APALL 357 146 41 0 0 207 58APW_APALLBW 340 159 47 0 0 181 53AP1sSW_APALLBW 340 156 46 0 0 184 54MaxP_MaxP1SBW 277 218 79 12 4 47 17MaxP1sSW_MaxP1SBW 277 157 57 16 6 104 38MaxPW_MaxPAll 357 156 44 18 5 183 51MaxP1sSW_MaxPAll 357 86 24 22 6 249 70MaxP1sSW_MaxPAllBW 340 161 47 18 5 161 47
MaxPW_MaxPAllBW 340 156 46 0 0 184 54Table A-6 Pitch-based Features Result of the WUW “Voyager”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
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90
100(WUWAP-LSAP)/LSAP cumulative plot
(WUWAP-LSAP)/LSAP
%, N
o. o
f Dat
a
Figure A-61 Distribution and Cumulative plots of pitch-based feature, APW_AP1SBW of the WUW “Voyager”
89
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
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30
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100(WUW1stAP-LSAP)/LSAP cumulative plot
(WUW1stAP-LSAP)/LSAP
%, N
o. o
f Dat
a
Figure A-62 Distribution and Cumulative plots of pitch-based feature, AP1sSW_AP1SBW of the WUW “Voyager”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
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90
100(WUWAP-AllAP)/AllAP cumulative plot
(WUWAP-AllAP)/AllAP
%, N
o. o
f Dat
a
Figure A-63 Distribution and Cumulative plots of pitch-based feature, APW_APAll of the WUW “Voyager”
90
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
20
30
40
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90
100(WUW1stAP-AllAP)/AllAP cumulative plot
(WUW1stAP-AllAP)/AllAP
%, N
o. o
f Dat
a
Figure A-64 Distribution and Cumulative plots of pitch-based feature, AP1sSW_APAll of the WUW “Voyager”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
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(WUWAP-AllAPbeforeWUW)/AllAPbeforeWUW cumulative plot
(WUWAP-AllAPbeforeWUW)/AllAPbeforeWUW
%, N
o. o
f Dat
a
91
Figure A-65 Distribution and Cumulative plots of pitch-based feature, APW_APAllBW of the WUW “Voyager”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
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30
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50
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100(WUW1stAP-AllAPbeforeWUW)/AllAPbeforeWUW cumulative plot
(WUW1stAP-AllAPbeforeWUW)/AllAPbeforeWUW
%, N
o. o
f Dat
a
Figure A-66 Distribution and Cumulative plots of pitch-based feature, AP1sSW_APAllBW of the WUW “Voyager”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
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30
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50
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90
100(WUWMAXP-LSMAXP)/LSMAXP cumulative plot
(WUWMAXP-LSMAXP)/LSMAXP
%, N
o. o
f Dat
a
92
Figure A-67 Distribution and Cumulative plots of pitch-based feature, MaxP_MaxP1SBW of the WUW “Voyager”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
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100(WUW1stMAXP-LSMAXP)/LSMAXP cumulative plot
(WUW1stMAXP-LSMAXP)/LSMAXP
%, N
o. o
f Dat
a
Figure A-68 Distribution and Cumulative plots of pitch-based feature, MaxP1sSW_MaxP1sSBW of the WUW “Voyager”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
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100(WUWMAXP-AllMAXP)/AllMAXP cumulative plot
(WUWMAXP-AllMAXP)/AllMAXP
%, N
o. o
f Dat
a
93
Figure A-69 Distribution and Cumulative plots of pitch-based feature, MaxPW_MaxPAll of the WUW “Voyager”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
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90
100(WUW1stMAXP-AllMAXP)/AllMAXP cumulative plot
(WUW1stMAXP-AllMAXP)/AllMAXP
%, N
o. o
f Dat
a
Figure A-70 Distribution and Cumulative plots of pitch-based feature, MaxP1sSW_MaxPall of the WUW “Voyager”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
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(WUW1stMAXP-AllAMAXPbeforeWUW)/AllMAXPbeforeWUW cumulative plot
(WUW1stMAXP-AllAMAXPbeforeWUW)/AllMAXPbeforeWUW
%, N
o. o
f Dat
a
94
Figure A-71 Distribution and Cumulative plots of pitch-based feature, MaxP1sSW_MaxPAll of the WUW “Voyager”
-1 -0.5 0 0.5 1 1.5 2 2.5 3 3.5 40
10
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100
(WUWMAXP-AllMAXPbeforeWUW)/AllMAXPbeforeWUW cumulative plot
(WUWMAXP-AllMAXPbeforeWUW)/AllMAXPbeforeWUW
%, N
o. o
f Dat
a
Figure A-72 Distribution and Cumulative plots of pitch-based feature, MaxPW_MaxPAllBW of the WUW “Voyager”
Appendix B. Pitch-based Feature Experimental Result
WUW: ALL WUWS
WUW: All WUWsFeatures
Valid Data Pt > 0 % > 0 Pt = 0 % = 0 Pt < 0 % < 0
AEW_AE1SBW 1479 1164 79 0 0 315 21AE1sSW_AE1SBW 1479 1283 84 1 0 240 16AEW_AEAll 2175 1059 49 9 9 1116 51AE1sSW_AEAll 2175 1155 53 2 0 1018 47AEW_AEAllBW 1969 1427 72 0 0 542 28AE1sSW_AEAllBW 1969 1562 79 3 0 404 21MaxEW_MaxE1SBW 1479 1244 84 20 1 215 15MaxE1sSW_MaxEAllBW 1479 1221 83 13 1 245 17MaxEW_MaxEAll 2175 1373 63 13 1 245 17
95
MaxE1sSW_MaxEAll 2175 1336 61 25 1 814 37MaxE1sSW_MaxEAllBW 1969 1209 61 16 1 744 38MaxEW_MaxEAllBW 1969 1562 60 3 1 404 39
Table B-7 Energy-based Features Result of All WUWs
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
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80
90
100(WUWAE-LSAE)/LSAE cumulative plot
(WUWAE-LSAE)/LSAE
%
Figure B-73 Distribution and Cumulative plots of energy-based feature, AEW_AE1SBW of All WUWs
0 10 20 30 40 50 60 70 80 90 1000
50
100
150
200
250
300
350(WUWAE-AllAE)/AllAE cumulative plot
(WUWAE-AllAE)/AllAE
%
Figure B-74 Distribution and Cumulative plots of energy-based feature, AE1sSW_AE1SBW of All WUWs
96
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100
(WUWAE-AllAEbeforeWUW)/AllAEbeforeWUW cumulative plot
(WUWAE-AllAEbeforeWUW)/AllAEbeforeWUW
%
Figure B-75 Distribution and Cumulative plots of energy-based feature, AEW_AEAll of All WUWs
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUW1stAE-LSAE)/LSAE cumulative plot
(WUW1stAE-LSAE)/LSAE
%
Figure B-76 Distribution and Cumulative plots of energy-based feature, AE1sSW_AEAll of All WUWs
97
0 10 20 30 40 50 60 70 80 90 1000
50
100
150
200
250
300(WUW1stAE-AllAE)/AllAE cumulative plot
(WUW1stAE-AllAE)/AllAE
%
Figure B-77 Distribution and Cumulative plots of energy-based feature, AEW_AEAllBW of All WUWs
0 10 20 30 40 50 60 70 80 90 1000
10
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100
(WUW1stAE-AllAEbeforeWUW)/AllAEbeforeWUW cumulative plot
(WUW1stAE-AllAEbeforeWUW)/AllAEbeforeWUW
%
Figure B-78 Distribution and Cumulative plots of energy-based feature, AEW_AEAllBW of All WUWs
98
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
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50
60
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80
90
100(WUWMAXE-LSMAXE)/LSMAXE cumulative plot
(WUWMAXE-LSMAXE)/LSMAXE
%
Figure B-79 Distribution and Cumulative plots of energy-based feature, MaxEW_MaxE1SBWof All WUWs
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
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90
100(WUWMAXE-AllMAXE)/AllMAXE cumulative plot
(WUWMAXE-AllMAXE)/AllMAXE
%
Figure B-80 Distribution and Cumulative plots of energy-based feature, MaxE1sSW_MaxEAllBWof All WUWs
99
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
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50
60
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90
100(WUWMAXE-AllMAXEbeforeWUW)/AllMAXEbeforeWUW cumulative plot
(WUWMAXE-AllMAXEbeforeWUW)/AllMAXEbeforeWUW
%
Figure B-81 Distribution and Cumulative plots of energy-based feature, MaxEW_MaxEAll of All WUWs
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUW1stMAXE-LSMAXE)/LSMAXE cumulative plot
(WUW1stMAXE-LSMAXE)/LSMAXE
%
Figure B-82 Distribution and Cumulative plots of energy-based feature, MaxE1sSW_MaxEAll of All WUWs
100
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWMAXE-AllMAXE)/AllMAXE cumulative plot
(WUWMAXE-AllMAXE)/AllMAXE
%
Figure B-83 Distribution and Cumulative plots of energy-based feature, MaxE1sSW_MaxEAllBW of All WUWs
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
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90
100
(WUW1stMAXE-AllAMAXEbeforeWUW)/AllMAXEbeforeWUW cumulative plot
(WUW1stMAXE-AllAMAXEbeforeWUW)/AllMAXEbeforeWUW
%
Figure B-84 Distribution and Cumulative plots of energy-based feature, MaxEW_MaxEAllBW of All WUWs
101
WUW: OPERATOR
WUW: OperatorFeatures
Valid Data Pt > 0 % > 0 Pt = 0 % = 0 Pt < 0 % < 0
AEW_AE1SBW 275 228 83 0 0 47 17
AE1sSW_AE1SBW 275 258 94 0 0 17 6AEW_AEAll 418 248 59 0 0 170 41
AE1sSW_AEAll 418 290 69 1 0 127 30AEW_AEAllBW 394 303 77 0 0 91 23AE1sSW_AEAllBW 394 359 91 1 0 34 9MaxEW_MaxE1SBW 275 240 87 1 0 34 12MaxE1sSW_MaxEAllBW 275 243 88 0 0 32 12MaxEW_MaxEAll 418 290 69 4 1 124 30MaxE1sSW_MaxEAll 418 285 68 6 1 127 30MaxE1sSW_MaxEAllBW 394 272 69 4 1 118 30
MaxEW_MaxEAllBW 394 359 68 1 1 34 30Table B-8 Energy-based Feature Result of the WUW “Operator”
0 10 20 30 40 50 60 70 80 90 1000
10
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30
40
50
60
70
80
90
100(WUWAE-LSAE)/LSAE cumulative plot
(WUWAE-LSAE)/LSAE
%
Figure B-85 Distribution and Cumulative plots of energy-based feature, AEW_AE1SBW of the WUW “Operator”
102
0 10 20 30 40 50 60 70 80 90 1000
10
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30
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50
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70
80
90
100(WUWAE-AllAE)/AllAE cumulative plot
(WUWAE-AllAE)/AllAE
%
Figure B-86 Distribution and Cumulative plots of energy-based feature, AE1sSW_AE1SBW of the WUW “Operator”
0 10 20 30 40 50 60 70 80 90 1000
10
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100
(WUWAE-AllAEbeforeWUW)/AllAEbeforeWUW cumulative plot
(WUWAE-AllAEbeforeWUW)/AllAEbeforeWUW
%
Figure B-87 Distribution and Cumulative plots of energy-based feature, AEW_AEAll of the WUW “Operator”
103
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUW1stAE-LSAE)/LSAE cumulative plot
(WUW1stAE-LSAE)/LSAE
%
Figure B-88 Distribution and Cumulative plots of energy-based feature, AE1sSW_AEAll of the WUW “Operator”
0 10 20 30 40 50 60 70 80 90 1000
10
20
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90
100(WUW1stAE-AllAE)/AllAE cumulative plot
(WUW1stAE-AllAE)/AllAE
%
Figure B-89 Distribution and Cumulative plots of energy-based feature, AEW_AEAllBW of the WUW, “Operator”
104
0 10 20 30 40 50 60 70 80 90 1000
10
20
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40
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80
90
100(WUW1stAE-AllAEbeforeWUW)/AllAEbeforeWUW cumulative plot
(WUW1stAE-AllAEbeforeWUW)/AllAEbeforeWUW
%
Figure B-90 Distribution and Cumulative plots of energy-based feature, AE1sSW_AEAllBW of the WUW “Operator”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
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90
100(WUWMAXE-LSMAXE)/LSMAXE cumulative plot
(WUWMAXE-LSMAXE)/LSMAXE
%
Figure B-91 Distribution and Cumulative plots of energy-based feature, MaxEW_MaxE1SBW of the WUW “Operator”
105
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWMAXE-AllMAXE)/AllMAXE cumulative plot
(WUWMAXE-AllMAXE)/AllMAXE
%
Figure B-92 Distribution and Cumulative plots of energy-based feature, MaxE1sSW_MaxEAllBW of the WUW “Operator”
0 10 20 30 40 50 60 70 80 90 1000
10
20
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100
(WUWMAXE-AllMAXEbeforeWUW)/AllMAXEbeforeWUW cumulative plot
(WUWMAXE-AllMAXEbeforeWUW)/AllMAXEbeforeWUW
%
Figure B-93 Distribution and Cumulative plots of energy-based feature, MaxEW_MaxEAll of the WUW “Operator”
106
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUW1stMAXE-LSMAXE)/LSMAXE cumulative plot
(WUW1stMAXE-LSMAXE)/LSMAXE
%
Figure B-94 Distribution and Cumulative plots of energy-based feature, MaxE1sSW_MaxEAll of the WUW “Operator”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWMAXE-AllMAXE)/AllMAXE cumulative plot
(WUWMAXE-AllMAXE)/AllMAXE
%
Figure B-95 Distribution and Cumulative plots of energy-based feature, MaxE1sSW_MaxEAllBW of the WUW “Operator”
107
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUW1stMAXE-AllAMAXEbeforeWUW)/AllMAXEbeforeWUW cumulative plot
(WUW1stMAXE-AllAMAXEbeforeWUW)/AllMAXEbeforeWUW
%
Figure B-96 Distribution and Cumulative plots of energy-based feature, MaxEW_MaxEAllBW of the WUW “Operator”
WUW: THINKENGINE
WUW: ThinkEngine
FeaturesValid Data Pt > 0 % > 0 Pt = 0 % = 0 Pt < 0 % < 0
AEW_AE1SBW 293 182 62 0 0 111 38AE1sSW_AE1SBW 293 194 66 1 0 98 33AEW_AEAll 414 159 38 0 0 255 62AE1sSW_AEAll 414 178 43 0 0 236 57AEW_AEAllBW 388 201 52 0 0 187 48AE1sSW_AEAllBW 388 229 59 1 0 158 42MaxEW_MaxE1SBW 293 209 71 3 1 81 28MaxE1sSW_MaxEAllBW 293 195 67 5 2 93 32MaxEW_MaxEAll 414 197 48 3 1 214 52MaxE1sSW_MaxEAll 414 186 45 2 0 226 55MaxE1sSW_MaxEAllBW 388 180 46 3 1 205 53MaxEW_MaxEAllBW 388 229 45 1 1 158 54
108
Table B-9 Energy-based Feature Result of the WUW “ThinkEngine”
0 10 20 30 40 50 60 70 80 90 1000
10
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90
100(WUWAE-LSAE)/LSAE cumulative plot
(WUWAE-LSAE)/LSAE
%
Figure B-97 Distribution and Cumulative plots of energy-based feature, AEW_AE1SBW of the WUW “ThinkEngine”
0 10 20 30 40 50 60 70 80 90 1000
10
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90
100(WUWAE-AllAE)/AllAE cumulative plot
(WUWAE-AllAE)/AllAE
%
Figure B-98 Distribution and Cumulative plots of energy-based feature AE1sSW_AE1SBW of the WUW “ThinkEngine”
109
0 10 20 30 40 50 60 70 80 90 1000
10
20
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60
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80
90
100(WUWAE-AllAEbeforeWUW)/AllAEbeforeWUW cumulative plot
(WUWAE-AllAEbeforeWUW)/AllAEbeforeWUW
%
Figure B-99 Distribution and Cumulative plots of energy-based feature, AEW_AEAll of the WUW “ThinkEngine”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUW1stAE-LSAE)/LSAE cumulative plot
(WUW1stAE-LSAE)/LSAE
%
Figure B-100 Distribution and Cumulative plots of energy-based feature, AE1sSW_AEAll of the WUW “ThinkEngine”
110
0 10 20 30 40 50 60 70 80 90 1000
10
20
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40
50
60
70
80
90
100(WUW1stAE-AllAE)/AllAE cumulative plot
(WUW1stAE-AllAE)/AllAE
%
Figure B-101 Distribution and Cumulative plots of energy-based feature, t AEW_AEAllBW of the WUW “ThinkEngine”
0 10 20 30 40 50 60 70 80 90 1000
10
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100
(WUW1stAE-AllAEbeforeWUW)/AllAEbeforeWUW cumulative plot
(WUW1stAE-AllAEbeforeWUW)/AllAEbeforeWUW
%
Figure B-102 Distribution and Cumulative plots of energy-based feature AE1sSW_AEAllBW of the WUW “ThinkEngine”
111
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWMAXE-LSMAXE)/LSMAXE cumulative plot
(WUWMAXE-LSMAXE)/LSMAXE
%
Figure B-103 Distribution and Cumulative plots of energy-based feature, MaxEW_MaxE1SBW of the WUW “ThinkEngine”
0 10 20 30 40 50 60 70 80 90 1000
10
20
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40
50
60
70
80
90
100(WUWMAXE-AllMAXE)/AllMAXE cumulative plot
(WUWMAXE-AllMAXE)/AllMAXE
%
Figure B-104 Distribution and Cumulative plots of energy-based feature, MaxE1sSW_MaxEAllBW of the WUW “ThinkEngine”
112
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWMAXE-AllMAXEbeforeWUW)/AllMAXEbeforeWUW cumulative plot
(WUWMAXE-AllMAXEbeforeWUW)/AllMAXEbeforeWUW
%
Figure B-105 Distribution and Cumulative plots of energy-based feature, MaxEW_MaxEAll of the WUW “ThinkEngine”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUW1stMAXE-LSMAXE)/LSMAXE cumulative plot
(WUW1stMAXE-LSMAXE)/LSMAXE
%
Figure B-106 Distribution and Cumulative plots of energy-based feature, MaxE1sSW_MaxEAll of the WUW “ThinkEngine”
113
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWMAXE-AllMAXE)/AllMAXE cumulative plot
(WUWMAXE-AllMAXE)/AllMAXE
%
Figure B-107 Distribution and Cumulative plots of energy-based feature, MaxE1sSW_MaxEAllBW of the WUW “ThinkEngine”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100
(WUW1stMAXE-AllAMAXEbeforeWUW)/AllMAXEbeforeWUW cumulative plot
(WUW1stMAXE-AllAMAXEbeforeWUW)/AllMAXEbeforeWUW
%
Figure B-108 Distribution and Cumulative plots of energy-based feature, MaxEW_MaxEAllBW of the WUW “ThinkEngine”
114
WUW: ONWORD
WUW: OnwordFeatures
Valid Data Pt > 0 % > 0 Pt = 0 % = 0 Pt < 0 % < 0
AEW_AE1SBW 262 207 79 0 0 55 21
AE1sSW_AE1SBW 262 221 84 0 0 41 16
AEW_AEAll 435 215 49 0 0 220 51
AE1sSW_AEAll 435 226 52 0 0 209 48
AEW_AEAllBW 389 306 79 0 0 83 21
AE1sSW_AEAllBW 389 327 84 0 0 62 16
MaxEW_MaxE1SBW 262 228 87 5 2 29 11
MaxE1sSW_MaxEAllBW 262 226 86 3 1 33 13
MaxEW_MaxEAll 435 229 69 2 0 134 31
MaxE1sSW_MaxEAll 435 295 68 3 1 137 31
MaxE1sSW_MaxEAllBW 389 261 67 2 1 126 32
MaxEW_MaxEAllBW 389 327 66 0 1 62 33Table B-10 Energy-based Feature Result of the WUW “Onword”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWAE-LSAE)/LSAE cumulative plot
(WUWAE-LSAE)/LSAE
%
Figure B-109 Distribution and Cumulative plots of energy-based feature, AEW_AE1SBW of the WUW “Onword”
115
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWAE-AllAE)/AllAE cumulative plot
(WUWAE-AllAE)/AllAE
%
Figure B-110 Distribution and Cumulative plots of energy-based feature, AE1sSW_AE1SBW of the WUW “Onword”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100
(WUWAE-AllAEbeforeWUW)/AllAEbeforeWUW cumulative plot
(WUWAE-AllAEbeforeWUW)/AllAEbeforeWUW
%
116
Figure B-111 Distribution and Cumulative plots of energy-based feature, AEW_AEAll of the WUW “Onword”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUW1stAE-LSAE)/LSAE cumulative plot
(WUW1stAE-LSAE)/LSAE
%
Figure B-112 Distribution and Cumulative plots of energy-based feature, AE1sSW_AEAll of the WUW “Onword”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUW1stAE-AllAE)/AllAE cumulative plot
(WUW1stAE-AllAE)/AllAE
%
117
Figure B-113 Distribution and Cumulative plots of energy-based feature, AEW_AEAllBW of the WUW “Onword”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUW1stAE-AllAEbeforeWUW)/AllAEbeforeWUW cumulative plot
(WUW1stAE-AllAEbeforeWUW)/AllAEbeforeWUW
%
Figure B-114 Distribution and Cumulative plots of energy-based feature, AE1sSW_AEAllBW of the WUW “Onword”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWMAXE-LSMAXE)/LSMAXE cumulative plot
(WUWMAXE-LSMAXE)/LSMAXE
%
118
Figure B-115 Distribution and Cumulative plots of energy-based feature, MaxEW_MaxE1SBW of the WUW “Onword”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWMAXE-AllMAXE)/AllMAXE cumulative plot
(WUWMAXE-AllMAXE)/AllMAXE
%
Figure B-116 Distribution and Cumulative plots of energy-based feature, MaxE1sSW_MaxEAllBW of the WUW “Onword”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100
(WUWMAXE-AllMAXEbeforeWUW)/AllMAXEbeforeWUW cumulative plot
(WUWMAXE-AllMAXEbeforeWUW)/AllMAXEbeforeWUW
%
119
Figure B-117 Distribution and Cumulative plots of energy-based feature, MaxEW_MaxEAll of the WUW “Onword”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUW1stMAXE-LSMAXE)/LSMAXE cumulative plot
(WUW1stMAXE-LSMAXE)/LSMAXE
%
Figure B-118 Distribution and Cumulative plots of energy-based feature, MaxE1sSW_MaxEAll of the WUW “Onword”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWMAXE-AllMAXE)/AllMAXE cumulative plot
(WUWMAXE-AllMAXE)/AllMAXE
%
120
Figure B-119 Distribution and Cumulative plots of energy-based feature, MaxE1sSW_MaxEAllBW of the WUW “Onword”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUW1stMAXE-AllAMAXEbeforeWUW)/AllMAXEbeforeWUW cumulative plot
(WUW1stMAXE-AllAMAXEbeforeWUW)/AllMAXEbeforeWUW
%
Figure B-120 Distribution and Cumulative plots of energy-based feature, MaxEW_MaxEAllBW of the WUW “Onword”
WUW: WILDFIRE
WUW: WildfireFeatures
Valid Data Pt > 0 % > 0 Pt = 0 % = 0 Pt < 0 % < 0
AEW_AE1SBW 282 253 90 0 0 29 10
AE1sSW_AE1SBW 282 261 93 0 0 21 7
AEW_AEAll 340 173 51 0 0 167 49
AE1sSW_AEAll 340 185 54 0 0 155 46
AEW_AEAllBW 298 252 85 0 0 46 15
AE1sSW_AEAllBW 298 265 89 0 0 33 11
MaxEW_MaxE1SBW 282 258 91 8 3 16 6
MaxE1sSW_MaxEAllBW 282 253 90 2 1 27 10
MaxEW_MaxEAll 340 230 68 4 1 106 31
MaxE1sSW_MaxEAll 340 219 64 4 1 117 34
121
MaxE1sSW_MaxEAllBW 298 195 65 4 1 99 33
MaxEW_MaxEAllBW 298 265 62 0 1 33 36Table B-11 Energy-based Feature Result of the WUW “Wildfire”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWAE-LSAE)/LSAE cumulative plot
(WUWAE-LSAE)/LSAE
%
Figure B-121 Distribution and Cumulative plots of energy-based feature, AEW_AE1SBW of the WUW “Wildfire”
122
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWAE-AllAE)/AllAE cumulative plot
(WUWAE-AllAE)/AllAE
%
Figure B-122 Distribution and Cumulative plots of energy-based feature AE1sSW_AE1SBW of the WUW “Wildfire”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100
(WUWAE-AllAEbeforeWUW)/AllAEbeforeWUW cumulative plot
(WUWAE-AllAEbeforeWUW)/AllAEbeforeWUW
%
Figure B-123 Distribution and Cumulative plots of energy-based feature, AEW_AEAll of the WUW “Wildfire”
123
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUW1stAE-LSAE)/LSAE cumulative plot
(WUW1stAE-LSAE)/LSAE
%
Figure B-124 Distribution and Cumulative plots of energy-based feature, AE1sSW_AEAll of the WUW “Wildfire”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUW1stAE-AllAE)/AllAE cumulative plot
(WUW1stAE-AllAE)/AllAE
%
Figure B-125 Distribution and Cumulative plots of energy-based feature, AEW_AEAllBW of the WUW “Wildfire”
124
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUW1stAE-AllAEbeforeWUW)/AllAEbeforeWUW cumulative plot
(WUW1stAE-AllAEbeforeWUW)/AllAEbeforeWUW
%
Figure B-126 Distribution and Cumulative plots of energy-based feature, AE1sSW_AEAllBW of the WUW “Wildfire”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWMAXE-LSMAXE)/LSMAXE cumulative plot
(WUWMAXE-LSMAXE)/LSMAXE
%
Figure B-127 Distribution and Cumulative plots of energy-based feature, MaxEW_MaxE1SBW of the WUW “Wildfire”
125
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWMAXE-AllMAXE)/AllMAXE cumulative plot
(WUWMAXE-AllMAXE)/AllMAXE
%
Figure B-128 Distribution and Cumulative plots of energy-based feature, MaxE1sSW_MaxEAllBW of the WUW “Wildfire”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100
(WUWMAXE-AllMAXEbeforeWUW)/AllMAXEbeforeWUW cumulative plot
(WUWMAXE-AllMAXEbeforeWUW)/AllMAXEbeforeWUW
%
Figure B-129 Distribution and Cumulative plots of energy-based feature, MaxEW_MaxEAll of the WUW “Wildfire”
126
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUW1stMAXE-LSMAXE)/LSMAXE cumulative plot
(WUW1stMAXE-LSMAXE)/LSMAXE
%
Figure B-130 Distribution and Cumulative plots of energy-based feature, MaxE1sSW_MaxEAll of WUW “Wildfire”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWMAXE-AllMAXE)/AllMAXE cumulative plot
(WUWMAXE-AllMAXE)/AllMAXE
%
Figure B-131 Distribution and Cumulative plots of energy-based feature, MaxE1sSW_MaxEAllBW of the WUW “Wildfire”
127
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUW1stMAXE-AllAMAXEbeforeWUW)/AllMAXEbeforeWUW cumulative plot
(WUW1stMAXE-AllAMAXEbeforeWUW)/AllMAXEbeforeWUW
%
Figure B-132 Distribution and Cumulative plots of energy-based feature, MaxEW_MaxEAllBW of WUW “Wildfire”
WUW: VOYAGER
WUW: VoyagerFeature
Valid Data Pt > 0 % > 0 Pt = 0 % = 0 Pt < 0 % < 0
AEW_AE1SBW 281 220 78 0 0 61 22AE1sSW_AE1SBW 281 229 81 0 0 52 19AEW_AEAll 361 149 41 0 0 212 59AE1sSW_AEAll 361 161 45 1 0 199 55AEW_AEAllBW 325 207 64 0 0 118 36AE1sSW_AEAllBW 325 222 68 1 0 102 31
MaxEW_MaxE1SBW 281 234 83 2 1 45 16MaxE1sSW_MaxEAllBW 281 231 82 2 1 48 17
MaxEW_MaxEAll 361 172 48 5 1 184 51MaxE1sSW_MaxEAll 361 167 46 7 2 187 52MaxE1sSW_MaxEAllBW 325 148 46 3 1 174 54MaxEW_MaxEAllBW 325 222 44 1 1 102 55
Table B-12 Energy-based Feature Result of the WUW “Voyage”
128
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWAE-LSAE)/LSAE cumulative plot
(WUWAE-LSAE)/LSAE
%
Figure B-133 Distribution and Cumulative plots of energy-based feature, AEW_AE1SBW of the WUW “Voyager”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWAE-AllAE)/AllAE cumulative plot
(WUWAE-AllAE)/AllAE
%
Figure B-134 Distribution and Cumulative plots of energy-based feature, AE1sSW_AE1SBW of the WUW “Voyager”
129
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWAE-AllAEbeforeWUW)/AllAEbeforeWUW cumulative plot
(WUWAE-AllAEbeforeWUW)/AllAEbeforeWUW
%
Figure B-135 Distribution and Cumulative plots of energy-based feature, AEW_AEAll of the WUW “Voyager”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUW1stAE-LSAE)/LSAE cumulative plot
(WUW1stAE-LSAE)/LSAE
%
Figure B-136 Distribution and Cumulative plots of energy-based feature, AE1sSW_AEAll of the WUW “Voyager”
130
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUW1stAE-AllAE)/AllAE cumulative plot
(WUW1stAE-AllAE)/AllAE
%
Figure B-137 Distribution and Cumulative plots of energy-based feature, AEW_AEAllBW of the WUW “Voyager”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100
(WUW1stAE-AllAEbeforeWUW)/AllAEbeforeWUW cumulative plot
(WUW1stAE-AllAEbeforeWUW)/AllAEbeforeWUW
%
Figure B-138 Distribution and Cumulative plots of energy-based feature, AE1sSW_AEAllBW of the WUW “Voyager”
131
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWMAXE-LSMAXE)/LSMAXE cumulative plot
(WUWMAXE-LSMAXE)/LSMAXE
%
Figure B-139 Distribution and Cumulative plots of energy-based feature, MaxEW_MaxE1SBW of the WUW “Voyager”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWMAXE-AllMAXE)/AllMAXE cumulative plot
(WUWMAXE-AllMAXE)/AllMAXE
%
Figure B-140 Distribution and Cumulative plots of energy-based feature, MaxE1sSW_MaxEAllBW of the WUW “Voyager”
132
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWMAXE-AllMAXEbeforeWUW)/AllMAXEbeforeWUW cumulative plot
(WUWMAXE-AllMAXEbeforeWUW)/AllMAXEbeforeWUW
%
Figure B-141 Distribution and Cumulative plots of energy-based feature, MaxEW_MaxEAll of the WUW “Voyager”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUW1stMAXE-LSMAXE)/LSMAXE cumulative plot
(WUW1stMAXE-LSMAXE)/LSMAXE
%
Figure B-142 Distribution and Cumulative plots of energy-based feature, MaxE1sSW_MaxEAll of the WUW Voyager
133
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100(WUWMAXE-AllMAXE)/AllMAXE cumulative plot
(WUWMAXE-AllMAXE)/AllMAXE
%
Figure B-143 Distribution and Cumulative plots of energy-based feature, MaxE1sSW_MaxEAllBW of the WUW “Voyager”
0 10 20 30 40 50 60 70 80 90 1000
10
20
30
40
50
60
70
80
90
100
(WUW1stMAXE-AllAMAXEbeforeWUW)/AllMAXEbeforeWUW cumulative plot
(WUW1stMAXE-AllAMAXEbeforeWUW)/AllMAXEbeforeWUW
%
Figure B-144 Distribution and Cumulative plots of energy-based feature, MaxEW_MaxEAllBW of the WUW “Voyager”
134