Github Link for this project

In this project, Adaboost-M1 classifier was implemented based on Linear Support Vector Machines (SVM). Its comparison was compared with linear SVMs to provide more understanding about the underlying mechanism behind Adaboost and SVM classifiers.

Keywords about the project:

• Machine Learning
  • Support Vector Machines
  • Adaboost-M1
  • Cross-validation
  • Accuracy, mean, variance
• Python
  • sklearn
  • matplotlib
  • numpy

More Information

To learn more about the project, you can read documents that I have written:

• Understanding Linear Support Vector Machines
• Implementation of Adaboost M1 Classifier Based on Linear SVMs