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kNN(Nearest-Neighbor) Machine Learning introduction


IoT project using kNN based algorithm written in Python

One of my favorite projects I completed for my B.S. Fundamentally this program simply compares one input article to a set of training data and percieves the input article as similar to a section of training articles. (Depending on the training articles contained in the "training" file that will determine your result)

Input articles are in "testing" folder and must be taken out of folder before use. (Program currently doesnt search the testing folder)

More information in "CS366 Final Assignment Tests.pdf"
Created by Kevin Kemmerer for Internet of Things

Program being run using PyCharm IDE input from user is "CovidExample.txt"

  • Program displays distance vector of which the input "CovidExample.txt" is close to each training article.
  • Training data that is most similar (nearest neighbor) will have smallest distance vector.

knn

Example of input article which is contained in the training data "IdenticalHealth.txt"

  • Distance vector value of 0.

    knn

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kNN project to display simple machine learning basics

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