Neighborhood Component Analysis

Neighborhood Component Analysis

Neighborhood Component Analysis

  • is a supervised learning method for classifying multivariate data into distinct classes according to a given distance metric over the data
  • functionally, it serves the same purposes as the K-nearest neighbors algorithm and makes direct use of a related concept termed stochastic nearest neighbors

Resources