Tag: RBF Kernel

A Practical Guide to SVM (Part 2) : TensorFlow Implementation

The full code is available on Github. In┬ápart one of this tutorial, we describe and explore our dataset. In this part, we will implement different SVM model and search for optimal hyper-parameters. Simple SVM model Sklearn custom estimator…

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A Practical Guide to SVM (Part 1) : Data Exploration

The full code is available on Github. Support Vector Machine (SVM) is a popular technique in machine learning for classification and regression. It is highly preferred by many as it produces significant accuracy with less computation power. Chih-Wei…

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