The features that were selected by the filtering method based on the discretization are listed below with the following notation: Feature (Discrete value)

Filtering with clusters: 

Transaminases (normal vs. elevated)
Drunkenness accidents (yes vs. no) 
Administrative sanctions related with alcohol (yes vs no)
Anxious disorder (yes vs. no)
Living in the street (yes vs. no)
Living in institutions that promote addiction treatment (yes vs. no)
Loss of employment due to alcohol consumption (yes vs. no)
Living with family members wit addiction (yes vs. no)
Work absentism related with alcohol consumption (yes vs. no)
Conflicts with couple related with alcohol (yes vs. no)
Perceived social exclusion (yes vs. no)
Hypnosedatives use disorder (yes vs. No)
Mood disorders (yes vs. no)   
Abuse or dependence stimulants different than cocaine (yes vs. no)
Personality disorder cluster B (yes vs. no)   
Pathological gambling disorder (yes vs. no)
Consumption of Hypnosedatives in the last 30 days (yes vs. no)  
Ever on opioid substitution treatment (yes vs. no)
Personality disorder Cluster C (yes or no)

Filtering without clusters: 

Consumption of drug abuse other than alcohol more than 1 day/week (yes vs. no)
Work absentism related with alcohol consumption (yes vs. no)
Comorbidity with tobacco use disorders and other mental disorders (yes vs. no)
Impulse control disorders (yes vs. no)
Living in institutions that promote addiction treatment (yes vs. no)
Perceived exclusion social (yes vs. no)
Coordinated treatment in mental health services (yes vs. no)   
Opiates use disorders (yes vs. no) 
Ever on opioid substitution treatment (yes vs. no)
Hypnosedatives use disorder (yes vs. No)
Mixed anxiety and mood disorders (yes vs. no)
Comorbidity with cannabis use disorder and other mental disorders (yes vs. no)
Abuse or dependence stimulants different than cocaine (yes vs. no)
Depressive Episodes (yes vs. no)    
Opiates use disorder and other mental health disorders (yes or no)   
Bordeline personality disorder (yes vs. no) 
Recurrent depressives disorder (yes vs. no)     
Mental disorder no specified in ICD-10 (yes vs. no)  
Comorbidity with hypnosedatives use disorder and other mental disorders (yes vs. no)

