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Articles

Logistic Regression with Batch SGD Training and Weight Decay Using C#

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By James McCaffrey, using System.IO, using System.Collections.Generic, Namespace LogisticRegression Batch
| Visual Studio Magazine Verified
The Data Science Lab Dr. James McCaffrey from Microsoft Research presents a complete end-to-end program that explains how to perform binary classification (predicting a variable with two possible discrete values) using logistic regression, where the prediction model is trained using batch stochastic gradient descent with weight decay. Logistic regression is a technique for binary classification -- predicting one of two discrete values.
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