CODEWITHSUNDEEP
pythonmachine-learningscikit-learnsentiment-analysistext-classification
Prit
Prit

Reputation: 39

incremental training SGD Classifier of Sklearn with sentences

How to incrementally train SGDClassifier available in Sklearn linear models for sentences. It is usually trains with docs.But i want to train it with sentences one by one.I want to incrementally train it for tweets for sentiment analysis.Any explanation with example in python will be great help.

Task: Sentiment Analysis of Tweets Doubt: Incrementally training on labelled Tweets

Thanks in advance.

Upvotes: 1

Views: 874

Answers (1)

Prit
Prit

Reputation: 39

Just make list of sentences for example 

sents=["I am x","I am Y"]

then transform it using HashingVectorizer and then use partial_fit to train it incrementally. This worked for me.

Thanks

Upvotes: 1

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