
thumb|Probability density of a normal distribution, with quantiles, , , and , are shown. The area below the red curve is the same in the intervals , , , and .
thumb|Probability density of a normal distribution, with quantiles, , , and , are shown. The area below the red curve is the same in the intervals , , , and .
In statistics and probability, quantiles are cut points dividing the range of a probability distribution into continuous intervals with equal probabilities or dividing the observations in a sample in the same way. Common quantiles have special names, such as quartiles (four groups), deciles (ten groups), and percentiles (100 groups). The groups created are termed halves, thirds, quarters, etc., though more often the terms for the quantile are used for the groups created, rather than for the cut points.
Discovered by embedding cosine similarity (sentence-transformers MiniLM, 384-dim).