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The international travel & tourism sector is growring at a fast pace. The World Travel and Tourism Council (WTTC) report found that the travel & tourism industry generated 10.4 percent of all global economic growth. Tourism is not only a kind of leisure, it is also essential in a country's economy. In this analysis, I investigate the dynamic tre…
Optimizer, written as a data miner. Break the data up into regions of 'bad' and 'better'. 'Interesting' things occur at very different frequencies in 'bad' and 'better'. Find interesting bits. Combine them. Repeat. Nearly all this processing takes log linear time.
A comprehensive document classification project focused on detecting web spam using the UK2007 benchmark dataset. Implemented multiple machine learning algorithms across three distinct feature sets (Direct, Link-based, and Content-based) and evaluated performance using AUC and cross-validation.