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Table 6 Novel predictive classification models

From: Fast and effective assessment for individuals with special needs form optimization and prediction models

Special Needs Class Labels

Models

Mental Disability

\(\:Model\,1=\,1.464+\:\sum\:_{i=1}^{48}\left[coefficient\:estimation\:of\:item\:i\right]\)

Behavior and Adaptation Problems

\(\:Model\,2=\,-0.378+\:\sum\:_{i=1}^{48}\left[coefficient\:estimation\:of\:item\:i\right]\)

Autism Spectrum Disorders

\(\:Model\,3=\,0.674+\:\sum\:_{i=1}^{48}\left[coefficient\:estimation\:of\:item\:i\right]\)

Physical Inadequacy

\(\:Model\,4=\,0.673+\:\sum\:_{i=1}^{48}\left[coefficient\:estimation\:of\:item\:i\right]\)

Visual or Hearing Impairment

\(\:Model\,5=\,0.152+\:\sum\:_{i=1}^{48}\left[coefficient\:estimation\:of\:item\:i\right]\)

Specific Learning Disability

\(\:\:Model\,6=\,0.542+\:\sum\:_{i=1}^{48}\left[coefficient\:estimation\:of\:item\:i\right]\)