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Machine Learning

A collection of 3 posts

Naive Bayes, Machine Learning, Supervised Learning, Data Mining, Classifiers, Predict, Memo

Using Naive Bayes Theorem to label data

Today I am going to write off-topic about using Naive Bayes algorithm for record classification. This is a supervised category of an algorithm. Which means we train the algorithm with given input records

  • Jayesh Kawli
5 min read
Productivity, Personal Projects, Machine Learning, Data Mining, Unsupervised Learning, K-means

K - Means Clustering

Speaking of machine learning algorithms, we implemented K-Means clustering algorithm two years ago as a part of Data Mining course (CS-555). The purpose was to given a dataset, cluster it into two or

  • Jayesh Kawli
2 min read
Productivity, Personal Projects, Machine Learning, Naive Bayes, Data Mining, Supervised Learning

Naive Bayes Classifier

I recently recalled one of the data mining projects we undertook in the college. Needless to say it was quite an interesting one compared to projects from other courses. Before diving into problem

  • Jayesh Kawli
3 min read
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