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abdullahiqbal2610/
french-urdu-detector

Name: french-urdu-detector
Availability: InStock

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French / Roman Urdu Language Detector

A lightweight language classification model using TF-IDF + Logistic Regression (scikit-learn).

Usage

python

import joblib

clf = joblib.load("logistic_regression_model.joblib")
vectorizer = joblib.load("tfidf_vectorizer.joblib")

text = "Bonjour comment allez vous"
prediction = clf.predict(vectorizer.transform([text]))[0]
print(prediction)  # → French

Performance

Accuracy: 100.00% on held-out test set (20% split)
Features: 1913 character n-gram TF-IDF features (2–4 grams, char_wb)
Training data: 50 French + 50 Roman Urdu dummy phrases

Files

File	Description
`logistic_regression_model.joblib`	Trained LogisticRegression classifier
`tfidf_vectorizer.joblib`	Fitted TfidfVectorizer (char n-grams)

abdullahiqbal2610/french-urdu-detector

French / Roman Urdu Language Detector

Usage

Performance

Files

abdullahiqbal2610/
french-urdu-detector