#multiclass text classification with python

2 messages · Page 1 of 1 (latest)

open pond Dec 1, 2022, 12:36 AM

can I get directed to material for text classification please, I want to implement this in a web app using flask any info is appreciated. I will have around 250 different tags. Any good tutorial or info on how to get this ready for production too. I want to save the model to make single predictions in the future, thank you

glad quiver Dec 8, 2022, 1:04 AM

You can start with BoW and move to more sophisticated methods if needed: https://scikit-learn.org/stable/auto_examples/text/plot_document_classification_20newsgroups.html

scikit-learn

Classification of text documents using sparse features

This is an example showing how scikit-learn can be used to classify documents by topics using a Bag of Words approach. This example uses a Tf-idf-weighted document-term sparse matrix to encode the ...