classic machine learning - taoualiw/My-Knowledge-Base GitHub Wiki

Examples for supervised classification : recognize someone based on tagged photos (Facebook) or make suggestions based on previous purchases (amazon) (Based on known features, samples).

• Non-ordered or discret output:

  • Naive Bayes
  • Support Vector Machine (SVM)
  • Decision Tree
  • K Nearest Neighbors

• Ordered or continous output:

  • Regression

• K Means Clustering
• Principal Component Analysis
• Outlier Rejection

• Artificial Neural Networks (1 or 2 hidden layers)

• https://classroom.udacity.com/courses/ud120/