kinn: An Implementation of 'kinn' Algorithm, a Graph Based Regression Model
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.
- Yossi Keshet
- Date of publication
- 2016-07-27 11:57:38
- Yossi Keshet <firstname.lastname@example.org>
- Plots model graphs and (optional) saves them as files in a...
- Predicts response vector using kinn model
- Builds kinn regression model
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