Clasificacion

Clasificacion

1. Supervisados

   • Clasificación
     • Support vector machines
     • Naïve Bayes
     • Gaussian Bayes
     • k-Nearest neighbors (kNNs)
     • Logistic regression
   • Regression
   • Forecasting

2. No supervisados

   • Association
   • Clustering
   • Dimensionality Reduction
     • Feature Extraction
       • Apriori algorithm
       • FP growth (also known as frequent pattern growth)
       • Hidden Markov Model
       • Principal component analysis (PCA)
       • Singular value decomposition (SVD)
       • k-Means
       • Neural networks
       • Deep learning

3. Semi-supervised

4. Reinforcement Learning

5. Data Mining

   • C4.5
   • k-Means
   • Support vector machines
   • Apriori
   • EM (expectation–maximization)
   • PageRank
   • AdaBoost
   • kNN
   • Naive Bayes
   • CART (Classification and Regression Trees)