kNN classification

[bvenn]

Description

KNN which stand for K Nearest Neighbor is a Supervised Machine Learning algorithm that classifies a new data point into the target class, depending on the features of its neighboring data points. [1]

References

• [1] https://www.edureka.co/blog/knn-algorithm-in-r/#:~:text=KNN%20Algorithm%20Pseudocode%3A&text=Initialize%20k%20and%20take%20the,put%20x%20in%20class%20i.
• [2] https://www.analyticsvidhya.com/blog/2021/04/simple-understanding-and-implementation-of-knn-algorithm/

Pointers

• A new Classification folder can be added to the FSharp.Stats.ML namespace. There you can create a KNN.fs source file and add the implementation according to its analogs in R or python.
• Of course you can start developing in notebooks/scripts and afterwards we try to incorporate into the library.

[s-weil]

I'd be happy to work on this issue.