init commit

lab4/test_model.py

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+import joblib
+
+vectorizer = joblib.load("vectorizer.joblib")
+clf = joblib.load("classifier.joblib")
+
+print("Type text to classify. Ctrl+C or empty line to quit.\n")
+while True:
+    text = input("> ").strip()
+    if not text:
+        break
+    X = vectorizer.transform([text])
+    pred = clf.predict(X)[0]
+    verdict = "SPAM" if pred == 1 else "HAM"
+    print(f"[{verdict}] {text}\n")
+