What tools are used for text classification?
An example of an AI chatbot conversation about tools for text classification.
What tools are commonly used for text classification?
There are several tools used for text classification, including libraries like Scikit-learn, TensorFlow, and PyTorch.
Can you explain how Scikit-learn is used for text classification?
Scikit-learn provides various algorithms and utilities for text classification, such as TF-IDF for feature extraction and classifiers like SVM.
What about deep learning frameworks? How do they compare?
Deep learning frameworks like TensorFlow and PyTorch can handle more complex models and large datasets, often yielding better accuracy.
Are there any specific use cases for text classification?
Yes, text classification is used in spam detection, sentiment analysis, and topic categorization, among other applications.
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