📚 node [[quantile_bucketing|quantile bucketing]]
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📓 garden/KGBicheno/Artificial Intelligence/Introduction to AI/Week 3 - Introduction/Definitions/Quantile_Bucketing.md by @KGBicheno

quantile bucketing

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Distributing a feature's values into buckets so that each bucket contains the same (or almost the same) number of examples. For example, the following figure divides 44 points into 4 buckets, each of which contains 11 points. In order for each bucket in the figure to contain the same number of points, some buckets span a different width of x-values.

40 data points divided into 4 buckets of 11 points each. Some of the buckets contain a wider range of feature values than others.
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