7 reflections on Microsoft’s Binary Classification: Customer Relationship Prediction Azure Machine Learning experiment

The Azure ML sample experiment Binary Classification: Customer relationship prediction shows us how we can use Azure’s binary classification algorithms. In the original Microsoft sample experiment, the models predict a customer’s churn, appetency, and upselling target variables. In this blog, I’m only focusing on the upselling target. My aim is […]

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How to build a Student Performance Classifier with Azure Machine Learning 1

This blog explains how to build a Student Performance Classifier with Azure Machine Learning. This classifier predicts if a student will pass or fail Mathematics. The complete experiment can be downloaded from the Azure Machine Learning Gallery. Description of the Student Performance Classifier This classifier predicts a student’s performance for Mathematics (fail or […]


Azure Machine Learning: how to easily improve your model 1

Improving your Azure Machine Learning model In this example we start with a sample experiment from the Microsoft Azure Machine Learning Gallery: Regression: Demand estimation. In this example there are four models built, and compared, based the newly created features. We will explore whether standard operations could improve these samples models, […]

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