Table 4 The aggregated result of the AI models after aggregating by developed operators.

From: Selection of AI model for predicting disability diseases through bipolar complex fuzzy linguistic multi-attribute decision-making technique based on operators

Method

\({\mathcal{Z}}_{1}\)

\({\mathcal{Z}}_{2}\)

\({\mathcal{Z}}_{3}\)

\({\mathcal{Z}}_{4}\)

BCFLMSM

\(\left({\mathbbm{s}}_{8.875}, \left(\begin{array}{c}0. 951+\\ \iota 0.881,\\ -0. 1\\ -\iota 0.23\end{array}\right)\right)\)

\(\left({\mathbbm{s}}_{3.919}, \left(\begin{array}{c}0.648 +\\ \iota 0.754,\\ -0.048\\ -\iota 0.13\end{array}\right)\right)\)

\(\left({\mathbbm{s}}_{2.817}, \left(\begin{array}{c}0.927 +\\ \iota 0.888,\\ -0.048\\ -\iota 0.06\end{array}\right)\right)\)

\(\left({\mathbbm{s}}_{4.236}, \left(\begin{array}{c}0. 808+\\ \iota 0.72,\\ -0.067\\ -\iota 0.06\end{array}\right)\right)\)

BCFLWMSM

\(\left({\mathbbm{s}}_{1.96}, \left(\begin{array}{c}0.998 +\\ \iota 0.993,\\ -0.005\\ -\iota 0.022\end{array}\right)\right)\)

\(\left({\mathbbm{s}}_{1.605}, \left(\begin{array}{c}0.947 +\\ \iota 0.974,\\ -0.001\\ -\iota 0.008\end{array}\right)\right)\)

\(\left({\mathbbm{s}}_{1.523}, \left(\begin{array}{c}0. 996+\\ \iota 0.992,\\ -0.001\\ -\iota 0.002\end{array}\right)\right)\)

\(\left({\mathbbm{s}}_{1.644}, \left(\begin{array}{c}0. 979+\\ \iota 0.967,\\ -0.002\\ -\iota 0.002\end{array}\right)\right)\)

BCFLDMSM

\(\left({\mathbbm{s}}_{2.404}, \left(\begin{array}{c}0.121 +\\ \iota 0.063,\\ -0.782\\ -\iota 0.746\end{array}\right)\right)\)

\(\left({\mathbbm{s}}_{2.025}, \left(\begin{array}{c}0. 011+\\ \iota 0.021,\\ -0.719\\ -\iota 0.661\end{array}\right)\right)\)

\(\left({\mathbbm{s}}_{1.961}, \left(\begin{array}{c}0.115 +\\ \iota 0.071,\\ -0.606\\ -\iota 0.683\end{array}\right)\right)\)

\(\left({\mathbbm{s}}_{1.868}, \left(\begin{array}{c}0.038 +\\ \iota 0.014,\\ -0.445\\ -\iota 0.723\end{array}\right)\right)\)

BCFLWDMSM

\(\left({\mathbbm{s}}_{1.19}, \left(\begin{array}{c}0. 009+\\ \iota 0.002,\\ -0.996\\ -\iota 0.999\end{array}\right)\right)\)

\(\left({\mathbbm{s}}_{1.07}, \left(\begin{array}{c}0.0002 +\\ \iota 0.0004,\\ -0.99\\ -\iota 0.998\end{array}\right)\right)\)

\(\left({\mathbbm{s}}_{0.899}, \left(\begin{array}{c}0. 007+\\ \iota 0.003,\\ -0.99\\ -\iota 0.992\end{array}\right)\right)\)

\(\left({\mathbbm{s}}_{0.88}, \left(\begin{array}{c}0.001 +\\ \iota 0.0003,\\ -0.991\\ -\iota 0.993\end{array}\right)\right)\)