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Below is an instruction that describes a task. Write a respo...

The prompt

Below is an instruction that describes a task. Write a response that appropriately completes the request. ### Instruction: Create a machine learning classifier in Python for categorizing user input. ### Input: ### Output: from sklearn.naive_bayes import MultinomialNB # Assuming an input string is passed to the function as a parameter def classify_string(input_string): # Feature extraction and transformation from string to numeric features = . . . # Create an instance of the classifier model = MultinomialNB() # Train the classifier on the data model.fit(data, target) # Make a prediction based on the input prediction = model.predict([features]) # Return the prediction return prediction

Why this prompt

• AI-graded 48/100 for quality and structure
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Source

Hugging Face

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