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What are some applications of text classification in AI?

An example of an AI chatbot conversation about text classification applications in AI.

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You

What are some applications of text classification in AI?

MagicBuddy
MagicBuddy

Text classification is used in various applications like spam detection, sentiment analysis, and topic categorization.

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You

Can you explain how sentiment analysis works?

MagicBuddy
MagicBuddy

Sure! Sentiment analysis involves classifying text as positive, negative, or neutral based on the emotions expressed.

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You

What tools can I use for text classification?

MagicBuddy
MagicBuddy

Popular tools include TensorFlow, Scikit-learn, and Natural Language Toolkit (NLTK) for building text classification models.

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You

How accurate are these text classification models?

MagicBuddy
MagicBuddy

The accuracy varies based on the dataset and model used, but many can achieve over 90% accuracy with proper training.

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