diff --git a/README.md b/README.md index bf207ba49a8691c1116c07274e4e6ea550f53a63..1d5786f0745ad425478d936b312ed7da67d632e6 100644 --- a/README.md +++ b/README.md @@ -53,22 +53,22 @@ The dataset has not been provided since the authors do not have permission for i * Ed_Secondary * Ed_Secondary_Technical * Ed_Tertiary -* Social_Protection -> -* Job Stability -> +* Social_Protection -> Whether patients need or currently have social benefits. +* Job Stability -> Employment status. One-hot encoded into: * JobIn_Unstable * JobIn_Stable * JobIn_Unemployed -* Housing -> +* Housing -> Housing situation. One-hot encoded into: * Hous_Institutional * Hous_Stable * Hous_Unstable -* Early_Alterations -* Social Inclusion -> +* Early_Alterations -> Whether patients have used drugs before the age of 11. +* Social Inclusion -> Living Situation. One-hot encoded into: * SocInc_Family_Friends * SocInc_Alone * SocInc_Instit -* Risk_Stigma -* Structural_Conflict +* Risk_Stigma -> Whether patients have potentially suffered social discrimination based on their status of having AIDS, hepatitis C, being injection drug users, or being women. +* Structural_Conflict -> Household income in the area where the outpatient treatment center is located. ## Dealing with Class Imbalance