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

From: Spectral information of EEG signals with respect to epilepsy classification

N F N Accuracy (%)
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