Algorithms
These are some Machine Learning and Data Mining algorithms and models help you to understand your data and derive meaning from it.
Supervised Learning
- Regression
- Linear Regression
- Ordinary Least Squares
- Logistic Regression
- Stepwise Regression
- Multivariate Adaptive Regression Splines
- Locally Estimated Scatterplot Smoothing
- Classification
- k-nearest neighbor
- Support Vector Machines
- Decision Trees
- ID3 algorithm
- C4.5 algorithm
- Ensemble Learning
- Boosting
- Bagging
- Random Forest
- AdaBoost
Unsupervised Learning
- Clustering
- Hierchical clustering
- k-means
- Fuzzy clustering
- Mixture models
- Neural Networks
- Self-organizing map
- Adaptive resonance theory
Semi-Supervised Learning
Reinforcement Learning
- Q Learning
- SARSA (State-Action-Reward-State-Action) algorithm
- Temporal difference learning
Data Mining Algorithms
- C4.5
- k-Means
- SVM
- Apriori
- EM
- PageRank
- AdaBoost
- kNN
- Naive Bayes
- CART
**Also,you can find most data mining algorithms in WEKA program easily **
