# Ridge-Prohori (Bangla Smishing Classifier) **RidgeClassifier (L2-regularized linear model)** on TF-IDF **word(1–2)** + **char_wb(3–5)**. Preprocessing: cue-before-URL → ``, URLs → ``, lowercase.