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Comparing Analysis Techniques (Clustering vs. Classification)

NS
normalstory
cover image

if a label, or category information,
does not exist
# clustering # unsupervised learning # k-means, hierarchical clustering algorithms
# a method that defines similarity between data points and merges the closest ones in order
# more about insight into how things might be grouped than about prediction
# used for understanding the characteristics of the data itself
if it does exist
# classification # supervised learning
# used to predict the group of new data
# a process of understanding the relationship between existing categories and data, and predicting the category of newly presented data

 

 August 5, 2022

This English version was translated by Codex.

친절한 찰쓰씨
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친절한 찰쓰씨

Pleasant Charles — UI/UX researcher at AIT. Keeping notes on design, planning, and slow days here since 2010.

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