Algorithms-Practice

Here is the place I put my algorithms practice code. The practice content including:

A. Cross_Validation

B. Classification

  1. Plotting the decision region of algorithms, including Decision Tree, Logistic Regression, K_neighbors, SVM(SVC), Stochastic Gradien Descent(SGD)
  
  2. Accuracy Rate Calculation
  
  3. Voting Method
  
  4. Random Forest importance features Plot
  
  5. ROC AUC graph 
  
  6. Grid Search Method

C. Prediction

  1. Gradient Boosting Regressor
  
  2. Grid Search Method