$f_1^j,f_2^j\leftarrow \text{using}\text{ICSVM}+$

$q^j=\underset{0<q<1}{\arg \max }F\left[q{f}_1^j+\left(1-q\right)f_2^j\right]$ ①

$A^j=F\left[q^j{f}_1^j+\left(1-q^j\right)f_2^j\right]$ ②

$W\leftarrow W\cup \left(d_j,q^j,A^j\right)$

$\text{end}\text{for}$

$\text{for}j=u+1\text{to}m\text{do}$

$\left(d_j,q^j,A^j\right)\leftarrow \text{using}$ ① $\text{and}$ ②

$A^{out}\leftarrow W\cup \left(d_j,q^j,A^j\right)\text{with}\text{minimum}{A}^k$

$W\leftarrow W\cup \left(d_j,q^j,A^j\right)-\left(d_{out},q^{out},A^{out}\right)$

$\text{end}\text{for}$

$q\leftarrow \text{got}\text{the}\text{average}\text{from}W$