best practice to apply logic regression in azure ml

kevin 21 Reputation points
2022-11-30T20:04:10.91+00:00

I am developing my logic regression model and I want to use azure ml to do so. What is the best proactive way to do it? How to start

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,017 questions
0 comments No comments
{count} votes

Accepted answer
  1. YutongTie-MSFT 53,321 Reputation points
    2022-12-01T00:33:19.13+00:00

    Hello @kevin

    Thanks for reaching out to us, I would suggest you start from below sample for regression project - https://github.com/Azure/MachineLearningDesigner/blob/master/articles/samples/text-classification-wiki.md

    This sample demonstrates how to use text analytics modules to build a text classification pipeline in Azure Machine Learning designer.

    The goal of text classification is to assign some piece of text to one or more predefined classes or categories. The piece of text could be a document, news article, search query, email, tweet, support tickets, customer feedback, user product review etc. Applications of text classification include categorizing newspaper articles and news wire contents into topics, organizing web pages into hierarchical categories, filtering spam email, sentiment analysis, predicting user intent from search queries, routing support tickets, and analyzing customer feedback.

    This pipeline trains a multiclass logistic regression classifier to predict the company category with Wikipedia SP 500 dataset derived from Wikipedia.

    nlp-modules-overall.png

    This is a good example if you want to design your project, I hope this helps!

    Regards,
    Yutong

    -Please kindly accept the answer if you feel helpful to support the community, thanks a lot.


0 additional answers

Sort by: Most helpful

Your answer

Answers can be marked as Accepted Answers by the question author, which helps users to know the answer solved the author's problem.