## CRAN

# kinn 0.2

An Implementation of 'kinn' Algorithm, a Graph Based Regression Model

Released Jul 27, 2016 by Yossi Keshet

This package cannot yet be used with Renjin it depends on other packages which are not available: caret 6.0-80

### Dependencies

caret 6.0-80 caTools 1.17.1.1 mclust 5.4.1 stringr 1.3.1 igraph 1.2.2 KRLS 1.0-0

A graph based regression model from flat unstructured dataset. Each line in the input data set is treated as a node from which an edge to another line (node) can be formed. In the training process, a model is created which contains sparse graph adjacency matrix. This model is then used for prediction by taking a predictor and the model as inputs and outputs a prediction which is an average of the most similar node and its neighbours in the model graph.