Machine Learning algorithm with scikit-learn

以scikit-learn實踐機器學習的演算法

• Regression

  • Linear Regression
  • Logistic Regression
  • Support Vector Regression

• Classification

  • Naive bayes
  • Iterative Dichotomiser 3 (ID3)
  • Decision Tree
  • Decision Tree (take the two corresponding features)
  • Decision Tree (graph)
  • Random Forest
  • K-nearest neighbors
  • Support Vector Machine

• Clustering

  • K-means Clustering
  • Hierarchical Clustering
  • Agglomerative hierarchical clustering
  • Density-Based Spatial Clustering of Applications with Noise (DBSCA)

• Dimension Reduction

  • Principal Component Analysis (PCA)
  • Linear Discriminant Analysis (LDA)

Regression

Classification

Clustering

Dimension Reduction