项目作者: kenextra

项目描述 :
Python Implementation of SVM Algorithm based on Papers and courses cited in README.md
高级语言: Jupyter Notebook
项目地址: git://github.com/kenextra/SVMAlgorithm.git
创建时间: 2018-09-08T22:19:53Z
项目社区:https://github.com/kenextra/SVMAlgorithm

开源协议:

下载


SVM ALGORITHM

SVM.py:

  • Input: document-term matrix
  • Output: trained model and predictions with model
  • Overview: Contains an svm class use to build, train and predict a given data set. It also has a function
    1. for creating the confusion matrix

Packages:

The following packages are required:

  • numpy for scientific computing
  • scipy for mathematics, science and engineering calculations

CITATIONS:

I consulted a matlab code from Machine Learning course on coursera taught by Stanford University professor
Andrew Ng.

Reference