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Home
Python 3
Making Predictions

Making Predictions

Making Predictions
Predict the Labels
View the First Few Predictions
Compare Actual and Predicted Labels
Explanation

Making Predictions

After training, we use the testing dataset to evaluate how well the model performs on unseen data.

The predict() method generates predictions for each review in the testing set.

Predict the Labels

y_pred = model.predict(X_test)

View the First Few Predictions

print(y_pred[:10])

Compare Actual and Predicted Labels

comparison = pd.DataFrame({
"Actual": y_test.values,
"Predicted": y_pred
})
comparison.head(10)

Explanation

This comparison allows us to see whether the model correctly classified each review.

Actual → True label from the dataset.
Predicted → Label predicted by the model.

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Making Predictions

Contents

Making Predictions

Predict the Labels

View the First Few Predictions

Compare Actual and Predicted Labels

Explanation

Fake Review Detection System using Machine Learning

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Computer Architecture

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Docker Tutorial

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GIT Guide

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Spring Boot Tutorial

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Apache Cordova Tutorial

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Python Built-in Functions Tutorial

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