Table 5 Top 5 accuracy results for the five-class problem and the respective frequency sub-bands (F^N)

0

[0–42]

44.80

1

{[0–2], [2–42]}

73.60

{[0–4], [4–42]}

71.20

{[0–5], [5–42]}

70.40

{[0–3], [3–42]}

68.80

{[0–6], [6–42]}

65.20

2

{[0–3], [3–11], [11–42]}

83.60

{[0–4], [4–6], [6–42]}

83.60

{[0–3], [3–17], [17–42]}

82.40

{[0–3], [3–25], [25–42]}

82.40

{[0–3], [3–31], [31–42]}

82.40

3

{[0–4], [4–7], [7–27], [27–42]}

88.00

{[0–3], [3–7], [7–19], [19–42]}

87.60

{[0–3], [3–7], [7–37], [37–42]}

87.60

{[0–4], [4–6], [6–30], [30–42]}

87.60

{[0–2], [2–7], [7–18], [18–42]}

87.20

4

{[0–3], [3–8], [8–18], [18–33], [33–42]}

89.60

{[0–3], [3–9], [9–15], [15–30], [30–42]}

89.60

{[0–3], [3–12], [12–17], [17–22], [22–42]}

89.60

{[0–3], [3–9], [9–15], [15–36], [36–42]}

89.20

{[0–4], [4–7], [7–23], [23–27], [27–42]}

89.20

5

{[0–2], [2–8], [8–16], [16–25], [25–35], [35–42]}

90.00

{[0–3], [3–7], [7–18], [18–32], [32–36], [36–42]}

90.00

{[0–3], [3–7], [7–22], [22–33], [33–36], [36–42]}

90.00

{[0–4], [4–6], [6–23], [23–25], [25–34], [34–42]}

90.00

{[0–4], [4–6], [6–24], [24–26], [26–37], [37–42]}

90.00

6

{[0–3], [3–7], [7–9], [9–15], [15–17], [17–33], [33–42]}

90.40

{[0–3], [3–7], [7–17], [17–29], [29–33], [33–35], [35–42]}

90.40

{[0–3], [3–9], [9–13], [13–15], [15–29], [29–39], [39–42]}

90.40

{[0–3], [3–7], [7–9], [9–15], [15–25], [25–39], [39–42]}

90.00

{[0–3], [3–7], [7–13], [13–17], [17–31], [31–35], [35–42]}

90.00

7

{[0–3], [3–9], [9–15], [15–27], [27–29], [29–33], [33–39], [39–42]}

90.40

{[0–3], [3–7], [7–9], [9–15], [15–21], [21–25], [25–33], [33–42]}

90.00

{[0–3], [3–7], [7–9], [9–15], [15–21], [21–25], [25–37], [37–42]}

90.00

{[0–3], [3–7], [7–9], [9–15], [15–31], [31–33], [33–37], [37–42]}

90.00

{[0–3], [3–7], [7–9], [9–17], [17–27], [27–33], [33–35], [35–42]}

90.00

8

{[0–3], [3–7], [7–9], [9–13], [13–15], [15–17], [17–21], [21–23], [23–42]}

90.80

{[0–3], [3–7], [7–9], [9–13], [13–15], [15–17], [17–21], [21–25], [25–42]}

90.80

{[0–3], [3–7], [7–9], [9–13], [13–15], [15–17], [17–27], [27–31], [31–42]}

90.80

{[0–3], [3–7], [7–9], [9–13], [13–17], [17–21], [21–25], [25–39], [39–42]}

90.80

{[0–3], [3–9], [9–13], [13–15], [15–29], [29–31], [31–33], [33–35], [35–42]}

90.80

9

{[0–3], [3–7], [7–9], [9–13], [13–17], [17–21], [21–23], [23–31], [31–35], [35–42]}

91.20

{[0–3], [3–7], [7–9], [9–13], [13–17], [17–21], [21–31], [31–33], [33–37], [37–42]}

91.20

{[0–3], [3–7], [7–9], [9–13], [13–15], [15–19], [19–21], [21–29], [29–37], [37–42]}

90.80

{[0–3], [3–7], [7–9], [9–13], [13–15], [15–21], [21–23], [23–25], [25–39], [39–42]}

90.80

{[0–3], [3–7], [7–9], [9–13], [13–15], [15–25], [25–31], [31–33], [33–39], [39–42]}

90.80

10

{[0–3], [3–7], [7–9], [9–13], [13–15], [15–17], [17–19], [19–29], [29–31], [31–39], [39–42]}

90.80

{[0–3], [3–7], [7–9], [9–13], [13–15], [15–17], [17–25], [25–31], [31–35], [35–37], [37–42]}

90.80

{[0–3], [3–7], [7–9], [9–11], [11–13], [13–15], [15–17], [17–21], [21–23], [23–39], [39–42]}

90.40

{[0–3], [3–7], [7–9], [9–11], [11–13], [13–15], [15–17], [17–21], [21–29], [29–39], [39–42]}

90.40

{[0–3], [3–7], [7–9], [9–11], [11–13], [13–15], [15–17], [17–31], [31–35], [35–39], [39–42]}

90.40

11

{[0–3], [3–7], [7–9], [9–11], [11–13], [13–17], [17–23], [23–29], [29–31], [31–33], [33–35], [35–42]}

90.40

{[0–3], [3–7], [7–9], [9–11], [11–15], [15–17], [17–21], [21–23], [23–25], [25–37], [37–39], [39–42]}

90.40

{[0–3], [3–7], [7–9], [9–13], [13–15], [15–17], [17–19], [19–21], [21–23], [23–27], [27–37], [37–42]}

90.40

{[0–3], [3–7], [7–9], [9–13], [13–15], [15–17], [17–21], [21–23], [23–25], [25–27], [27–39], [39–42]}

90.40

{[0–3], [3–7], [7–9], [9–13], [13–15], [15–17], [17–21], [21–25], [25–31], [31–33], [33–37], [37–42]}

90.40

12

{[0–3], [3–7], [7–9], [9–11], [11–13], [13–17], [17–23], [23–27], [27–31], [31–33], [33–37], [37–39], [39–42]}

90.40

{[0–3], [3–7], [7–9], [9–13], [13–15], [15–17], [17–19], [19–21], [21–27], [27–29], [29–33], [33–35], [35–42]}

90.40

{[0–3], [3–7], [7–9], [9–15], [15–19], [19–21], [21–23], [23–27], [27–29], [29–31], [31–33], [33–35], [35–42]}

90.40

{[0–3], [3–7], [7–9], [9–11], [11–13], [13–17], [17–19], [19–21], [21–31], [31–33], [33–35], [35–37], [37–42]}

90.00

{[0–3], [3–7], [7–9], [9–13], [13–15], [15–17], [17–19], [19–21], [21–31], [31–33], [33–35], [35–39], [39–42]}

90.00