Method

• APRIORI

• AutoClass

• Best Region Rules

• Boosting
  • AdaBoost

• Bottom-Up Induction of Horn Clauses
  • GOLEM
    • GOLEM - Software
  • PROGOL

• COBWEB

• FOIL
  • FOCL
  • FOIL Software
  • HYDRA

• First Order Regression

• Incremental decision tree learning

• Lazy Learning
  • k-NEAREST NEIGHBOR

• Least Squares Linear Regression

• Logistic Regression

• Multivariate Adaptive Regression Splines

• Naive Bayes

• Neural Nets

• Non-parametric Regression (also known as local modelling)

• Projection Pursuit Regression

• Q Learning

• RDT

• Regression Rules

• Searching Version Spaces
  • CANDIDATE-ELIMINATION

• Star
  • AQn

• Support Vector Machine (SVM)
  • SVM light
  • SVM for regression
    • mySVM

• Top-Down Induction of Decision Trees (TDIDT)
  • ID3
    • ID3 Software
  • C4.5

• Top-Down Induction of Horn Clauses

• Top-Down Induction of Regression Trees
  • CART

• WEIGHTED-MAJORITY

• WEKA