Tag: svms

• Non-linear Support Vector Machines in Python

  

  Code and data used can be found here: Repository  An explanation of Non-linear support vector machines: Episode 9.3 How to set up your programming environment can be found at the start of :Episode 4.3 Objective Produce a non-linear support vector machine that is able to correctly classify a pulsar star. Importing and exploring our Data We have…

  Mazen Ahmed

  Sep 16, 2021

  Classification Algorithms

  Example, Python, svms

• Non-linear Support Vector Machines Explained

  

  In the previous episode we explained what are support vector machines and the maths behind the algorithm. In this episode we discuss support vector machines for non-linearly separable data. SVMs for non-linearly separable data What if the data is not linearly separable? For example: Calculating a non-linear support vector machine may overfit our data: In…

  Mazen Ahmed

  Sep 2, 2021

  Classification Algorithms

  Data Science, Support vector machines, svms

• Support Vector Machines Explained

  

  What are Support Vector Machines? Support Vector machines are a common supervised machine learning algorithm used in both classification and regression problems, however are most commonly used for classification which will be the focus for this article. Overview The job of a support vector machine for classification problems is take labelled data such as the…

  Mazen Ahmed

  Feb 11, 2021

  Classification Algorithms

  Data Science, Support vector machines, svms