Volume 4, Issue 5, September 2011, Pages 1022 - 1031
Rule-Based Classification of MMPI Data of Patients with Mental Disorders: Experiments with Basic and Extended Profiles
Jerzy Gomula, Krzysztof Pancerz, Jaroslaw Szkola
Available Online 1 September 2011.
- https://doi.org/10.2991/ijcis.2011.4.5.25How to use a DOI?
- classification, rules, decision support, MMPI data.
- In the research presented in the paper, we test the classification potential for different configurations of the MMPI data used for nosological diagnosis of patients with mental disorders. Originally, each patient is described by an MMPI profile consisting of a set of values of thirteen attributes (the so-called scales). A profile can be extended by different specialized indexes defined in the professional domain literature. Each created index has been proposed by practitioners and has a proper meaning from the clinical point of view. Adding such indexes leads to the extension of the attribute space for cases to be classified. In the paper, we present results of experiments with basic (original) and extended profiles.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - JOUR AU - Jerzy Gomula AU - Krzysztof Pancerz AU - Jaroslaw Szkola PY - 2011 DA - 2011/09 TI - Rule-Based Classification of MMPI Data of Patients with Mental Disorders: Experiments with Basic and Extended Profiles JO - International Journal of Computational Intelligence Systems SP - 1022 EP - 1031 VL - 4 IS - 5 SN - 1875-6883 UR - https://doi.org/10.2991/ijcis.2011.4.5.25 DO - https://doi.org/10.2991/ijcis.2011.4.5.25 ID - Gomula2011 ER -