Machine Learning Featuring

Machine Learning Featuring

1. Supervised Learning

   • Numeric
     • Speed
       • Decision Tree
       • Linear Regression
     • Accuracy
       • Kernel SVM
       • Neural Network
       • Gradient Boosting Time
       • Random Forest
   • Classification
     • Speed
       • Explainable
         • Decision Tree
         • Logistic Regression
       • Naive Bayes
       • Large data
         • Linear SVM
     • Accuracy
       • Kernel SVM
       • Neural Network
       • Gradient Boosting Time
       • Random Forest

2. Unsupervised Learning

   • Dimension Reduction
     • PCA
     • Topic Modelling
       • Probabilistic
         • LDA
       • SVD
   • Clustering
     • Hierarchical
       • Hierarchical
     • K-setting
       • Categorical
         • k-modes
       • Probability
         • GMM
       • k-means
     • DBScan