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TF-IDF-LogisticRegression-Sentiment – AI Model by sona-28 | AlphaNeural AI

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sona-28/
TF-IDF-LogisticRegression-Sentiment

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TF-IDF + Logistic Regression Baseline

Description

Baseline model using TF-IDF features and Logistic Regression.

Usage

python

import joblib

model = joblib.load("tfidf_logreg_pipeline.pkl")
preds = model.predict(["This is a sample sentence"])

Notes

Trained with GridSearchCV (F1-macro)
Includes preprocessing + classifier in one pipeline