Machine Learning Algorithm type

There are two type of Machine Learning Algorithm

  • Classification
  • Regression

  • Classification
  1. Classification means predict discrete values from group of values. As show classification of values among Class A and B
  2. Algorithm Neural Network, CNN, Yolo, ResNet, SVM, KNN, Decision Tree, etc mostly use.
  3. Deep learning is mostly use for classification in Image processing

  • Regression
  1. Regression means predict continues values from gvien Input.
  2. Here in graph as show values of Dependent Variable are continues prediction from Independent Variables like Features/Columns
  3. Like House Price Pedictions from data of House price with different features like Rooms, locality, Furnish, Unfurnish, Real Estate Market,etc
  4. Algorithm Linear Regression, Logistic Regression, Polynomial regression, SVM, Ridge Regression, KNN,Neural Network Regression, Lasso Regression, Decision Tree Regression,etc mostly use