Naveesh (Nvx)'s repositories
Word-Error-Rate-Between-two-files
This small code reads two similar text files and calculates the word error rate between them. (the substitution, insertion, deletion weights are taken as 1)
9-Men-Morris-using-Minimax-algorithm-and-Alpha-beta-approxiamtion
This is an implementation of minimax decision making algorithm used on 9 Men Morris game. Further alpha beta approximation is used for fast solutions
Image-compression-using-K-means-Clustering
This small snippet shows the power K means algorithm used in compressing images. It basically clubs adjoining 'K' neighboring pixels having near values and averages them. Outputs a jpeg.
Email-Classification--Perceptrons-
This code uses Bag-of-words technique to train itself to learn from a collection of spam. Its an application of Perceptron single layered classification.
E-mail-classification--Spam-filter-
This code learns from a set of spam files using the Bag-of-words technique and applies machine learning classification techniques such as Decision Trees and Logistic Regression to sort Genuine Mails from spam ones. Note: it uses set of already saved text emails.
Expectation-Maximization-Algorithm
A code snippet that runs EM algorithm on a .csv data and returns analysis values