edwardt / yttresearch-machine-learning-algorithms-analysis

Prediction of Virality and Popularity of YouTube Videos ~ Machine Learning Algorithms Analysis

Prediction of Virality and Popularity of YouTube Videos ~ Machine Learning Algorithms Analysis

Machine Learning

The Machine Learning directory contains the final source code of our research
regarding Machine Learning Algorithms along with a simple User Interface
to allow experimentation with a variety of algorithms.

Feature Analysis

Feature Analysis is a project that analyses raw data exported from our research
experiments and produces the appropriate output which is later used to
train our classifiers. 

It produces the appropriate output according to the following input:

  * Days for recent/other separation
  * Training Window
  * Offset
  * Labeling Window
  * Labeling Percentage
  * Youtube binary
  * Twitter Binary

Doc

Detailed documentation about the part of our research that is related
to Machine Learning Experimentation

Testing

Any changes to the source code are first published here to fix any bugs, 
undergo testing and ensure that the results of the machine learning algorithms 
are 100% valid before they are moved to the Research Interface.