CRISP DM Evaluation and Deployment for a NLP Model for Fake Versus True News.
We were tasked to come up with a model for determining Fake News in news texts.
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An Exercise in Regression Modelling Using R and R Studio
Research Question / Problem to be addressed: Let us imagine that the United States Department of Employment and Department of Education...
Getting to Grips with Naïve Bayes – A Step by Step Exercise in Spam Vs Ham from Mobile Text Messages
Step 1 – Collect the Data To develop the naive Bayes classifier, we will use data adapted from the SMS Spam Collection at...
Getting to Grips with - Naive Bayes (General Theory)Learning Classification Using Naïve Bayes
(Caveat: This Blog post is adapted from Chapter 4 of 'Machine Learning in R' by Lantz (2013) In this Blog post we will explain the...
Getting to Grips with Time Series Predictive Analysis
Predicting Seasonal Change in Passenger numbers using Time Series in R I decided to look at Time Series algorithms and will take you...
Getting to Grips with kNN - Nearest Neighbour Algorithm
In this blog entry I am going to explain a little about kNN Nearest Neighbour algorithm and walk you through the example given in the...
USING GGPLOT2 IN 'R' - AN EXCERCISE IS SIZE, COLOUR AND BOXPLOTS
Using size and colour and Box Plot to display variable dependency in the qplot function. Having learned the basics of 'R' I decided to...
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