Machine Learning

Machine learning explores the construction and study of algorithms that can learn from and make predictions on data.

Implementation

IBaseClassifier interface is inherited by other machine learning classes and features the following methods:

Method	Description	Performance
train	Train classifier. Observation matrix (N*M size), columns correspond to factors, rows to observations. The vector (N size) of classes. Train(Matrix, IntegerArray)
classify	Classifies the observation vector (or Matrix) and returns predicted value. Classify(Vector) Classify(Matrix) Classify(Matrix, IntegerArray)
save	Save model to file. Save(String)
load	Load model from file. Load(String)