Table 21 Comparison Analysis of the Proposed Method with the Existence Method.

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

Score of Alternative

Alternative

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

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

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

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

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

Ranking

LDF-TOPSIS ((LDFWCA))

0.562

0.338

0.515

0.546

0.590

\({{\varvec{P}}}_{5}>{{\varvec{P}}}_{1}>{{\varvec{P}}}_{4}>{{\varvec{P}}}_{3}>{{\varvec{P}}}_{2}\)

LDF-TOPSIS (LDFWOCA)

0.462

0.398

0.415

0.434

0.490

\({{\varvec{P}}}_{5}>{{\varvec{P}}}_{1}>{{\varvec{P}}}_{4}>{{\varvec{P}}}_{3}>{{\varvec{P}}}_{2}\)

LDF-TOPSIS (LDFWHCA)

0.582

0.477

0.487

0.546

0.619

\({{\varvec{P}}}_{5}>{{\varvec{P}}}_{1}>{{\varvec{P}}}_{4}>{{\varvec{P}}}_{3}>{{\varvec{P}}}_{2}\)

LDFWA23

0.762

0.418

0.615

0.546

0.778

\({{\varvec{P}}}_{5}>{{\varvec{P}}}_{1}>{{\varvec{P}}}_{3}>{{\varvec{P}}}_{4}>{{\varvec{P}}}_{2}\)

LDFOWA23

0.622

0.517

0.597

0.525

0.687

\({{\varvec{P}}}_{5}>{{\varvec{P}}}_{1}>{{\varvec{P}}}_{3}>{{\varvec{P}}}_{4}>{{\varvec{P}}}_{2}\)

LDFHA23

0.562

0.498

0.515

0.534

0.690

\({{\varvec{P}}}_{5}>{{\varvec{P}}}_{1}>{{\varvec{P}}}_{4}>{{\varvec{P}}}_{3}>{{\varvec{P}}}_{2}\)

LDFEWA25

0.622

0.517

0.597

0.525

0.653

\({{\varvec{P}}}_{5}>{{\varvec{P}}}_{1}>{{\varvec{P}}}_{3}>{{\varvec{P}}}_{4}>{{\varvec{P}}}_{2}\)

LDFEOWA25

0.462

0.318

0.415

0.446

0.462

\({{\varvec{P}}}_{5}>{{\varvec{P}}}_{1}>{{\varvec{P}}}_{4}>{{\varvec{P}}}_{3}>{{\varvec{P}}}_{2}\)

LDFEHA25

0.502

0.446

0.327

0.477

0.519

\({{\varvec{P}}}_{5}>{{\varvec{P}}}_{1}>{{\varvec{P}}}_{4}>{{\varvec{P}}}_{3}>{{\varvec{P}}}_{2}\)

LDFWHG25

0.462

0.318

0.415

0.446

0.462

\({{\varvec{P}}}_{5}>{{\varvec{P}}}_{1}>{{\varvec{P}}}_{4}>{{\varvec{P}}}_{3}>{{\varvec{P}}}_{2}\)

q-LDFWA27

0.562

0.498

0.515

0.534

0.670

\({{\varvec{P}}}_{5}>{{\varvec{P}}}_{1}>{{\varvec{P}}}_{4}>{{\varvec{P}}}_{3}>{{\varvec{P}}}_{2}\)

q-LDFHA27

0.462

0.318

0.415

0.446

0.462

\({{\varvec{P}}}_{5}>{{\varvec{P}}}_{1}>{{\varvec{P}}}_{4}>{{\varvec{P}}}_{3}>{{\varvec{P}}}_{2}\)

q-LDFHA27

0.232

0.127

0.167

0.155

0.269

\({{\varvec{P}}}_{5}>{{\varvec{P}}}_{1}>{{\varvec{P}}}_{3}>{{\varvec{P}}}_{4}>{{\varvec{P}}}_{2}\)