anchor" aria-label="anchor" href="#details"></a></h2>
    <p>Multi-nominal model is the generalized form of generalized logistic model and can be define as
$$\pi_{i}^{h} = P(y_{i}^{h} = 1 | \bold{x}_{\bold{i}}^{h})$$
where \(h\) presents the class labels ("1-of-h") on the basis of an input vector
\(x_j\), in our case \(x_j\) is loan types ("Formal Loan", "Informal Loan", "Both Loan", and "No Loan").  Furthermore,</p>
<p>\(y_{i}^h =  1\)if the weight <b>w</b>
  of  \(x_j\) corresponds to belong a class