Table 17 \(\mathrm{PIS}\) and \(\mathrm{NIS}\) for each DM.

From: Analyzing of optimal classifier selection for EEG signals of depression patients based on intelligent fuzzy decision support systems

 

\({{\varvec{C}}}_{1}\)

\({{\varvec{C}}}_{2}\)

\({{\varvec{C}}}_{3}\)

\({{\varvec{C}}}_{4}\)

\({{\varvec{C}}}_{5}\)

\({\mathbf{P}\mathbf{I}\mathbf{S}}_{1}\)

\(\left(\begin{array}{c}0.522, 0.676\\ \mathrm{0.234,0.676}\end{array}\right)\)

\(\left(\begin{array}{c}0.448, 0.677\\ \mathrm{0.080,0677}\end{array}\right)\)

\(\left(\begin{array}{c}0.639, 0.685\\ \mathrm{0.164,0.685}\end{array}\right)\)

\(\left(\begin{array}{c}0.644, 0.679\\ \mathrm{0.021,0.679}\end{array}\right)\)

\(\left(\begin{array}{c}\mathrm{0.634,0.689}\\ \mathrm{0.021,0.689}\end{array}\right)\)

\({\mathbf{P}\mathbf{I}\mathbf{S}}_{2}\)

\(\left(\begin{array}{c}0.323, 0.676\\ \mathrm{0.323,0.676}\end{array}\right)\)

\(\left(\begin{array}{c}0.646, 0.677\\ \mathrm{0.022,0677}\end{array}\right)\)

\(\left(\begin{array}{c}0.639, 0.685\\ \mathrm{0.440,0.685}\end{array}\right)\)

\(\left(\begin{array}{c}0.644, 0.679\\ \mathrm{0.021,0.679}\end{array}\right)\)

\(\left(\begin{array}{c}\mathrm{0.161,0.689}\\ \mathrm{0.224,0.689}\end{array}\right)\)

\({\mathbf{P}\mathbf{I}\mathbf{S}}_{3}\)

\(\left(\begin{array}{c}0.169, 0.676\\ \mathrm{0.120,0.676}\end{array}\right)\)

\(\left(\begin{array}{c}0.233, 0.677\\ \mathrm{0.119,0677}\end{array}\right)\)

\(\left(\begin{array}{c}0.440, 0.685\\ \mathrm{0.639,0.685}\end{array}\right)\)

\(\left(\begin{array}{c}0.644, 0.679\\ \mathrm{0.021,0.679}\end{array}\right)\)

\(\left(\begin{array}{c}\mathrm{0.435,0.689}\\ \mathrm{0.076,0.689}\end{array}\right)\)

\({\mathbf{N}\mathbf{I}\mathbf{S}}_{1}\)

\(\left(\begin{array}{c}0.080, 0.676\\ \mathrm{0.648,0.676}\end{array}\right)\)

\(\left(\begin{array}{c}048, 0.677\\ \mathrm{0.646,0677}\end{array}\right)\)

\(\left(\begin{array}{c}0.164, 0.685\\ \mathrm{0.440,0.685}\end{array}\right)\)

\(\left(\begin{array}{c}0.320, 0.679\\ \mathrm{0.644,0.679}\end{array}\right)\)

\(\left(\begin{array}{c}\mathrm{0.046,0.689}\\ \mathrm{0.637,0.689}\end{array}\right)\)

\({\mathbf{N}\mathbf{I}\mathbf{S}}_{2}\)

\(\left(\begin{array}{c}0.048, 0.676\\ \mathrm{0.649,0.676}\end{array}\right)\)

\(\left(\begin{array}{c}0.048, 0.677\\ \mathrm{0.646,0677}\end{array}\right)\)

\(\left(\begin{array}{c}0.077, 0.685\\ \mathrm{0.021,0.685}\end{array}\right)\)

\(\left(\begin{array}{c}0.048, 0.679\\ \mathrm{0.644,0.679}\end{array}\right)\)

\(\left(\begin{array}{c}\mathrm{0.114,0.689}\\ \mathrm{0.637,0.689}\end{array}\right)\)

\({\mathbf{N}\mathbf{I}\mathbf{S}}_{3}\)

\(\left(\begin{array}{c}0.048, 0.676\\ \mathrm{0.648,0.676}\end{array}\right)\)

\(\left(\begin{array}{c}0.048, 0.677\\ \mathrm{0.646,0677}\end{array}\right)\)

\(\left(\begin{array}{c}0.046, 0.685\\ \mathrm{0.164,0.685}\end{array}\right)\)

\(\left(\begin{array}{c}0.118, 0.679\\ \mathrm{0.118,0.679}\end{array}\right)\)

\(\left(\begin{array}{c}\mathrm{0.310,0.689}\\ \mathrm{0.634,0.689}\end{array}\right)\)

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