Category: Machine Learning
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Adaptive Boosting From Scratch
In order to better understand the process involved in adaptive boosting I made a simple boosting model myself recently. Which can be found here. Now I’d like to go through what is boosting and what it can do for us. Adaptive Boosting uses many decision trees with a depth of one to split the data:…
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Classifying Raisin Grains
Recently I came across a dataset and paper that was rather fascinating: CINAR I., KOKLU M. and TASDEMIR S., (2020). “Classification of Raisin Grains Using Machine Vision and Artificial Intelligence Methods”, Gazi Journal of Engineering Sciences, vol. 6, no. 3, pp. 200-209, December 2020, DOI: https://doi.org/10.30855/gmbd.2020.03.03. Researcher had taken photos of raisins in a dark…