Application of Data Mining Algorithms for Dementia in People with HIV/AIDS

Table 1

Classes and independent variables of people with HIV/AIDS.

Classes	Variables
Sociodemographic profile	Age, gender, marital status, education
History of infectious disease	Transmission route, virus type, years with HIV, hepatitis B, hepatitis C, comorbidities, previous hospitalisation, opportunistic disease, initial viral load, current viral load, initial TCD4, current TCD4
Drug adherence	Antiretroviral, forgets to use medication, careless use of medication, stops drug therapy
Neurological assessment	Heads up, psychomotor speed, memory, construction
Psychosomatic changes	Anxiety, obsession-compulsion, interpersonal sensitivity, depression, summing, psychoticism, phobic anxiety, hostility, paranoid ideation
Daily activities	Food, wear, bath, hygiene, going to the bathroom, intestinal control, bladder control, climbing ladder, get up, wander