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Fixed titles, math rendering, and links on some pages

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Brandon Rozek 2021-07-26 09:13:20 -04:00
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61 changed files with 303 additions and 115 deletions
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content/research/clusteranalysis/notes/lec11-3.md
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@ -1,4 +1,8 @@
# K-Medians
---
title: K-Medians
showthedate: false
math: true
---
This is a variation of k-means clustering where instead of calculating the mean for each cluster to determine its centroid we are going to calculate the median instead.
@ -16,4 +20,4 @@ Given an initial set of $k$ medians, the algorithm proceeds by alternating betwe
The algorithm is known to have converged when assignments no longer change. There is no guarantee that the optimum is found using this algorithm.
The result depends on the initial clusters. It is common to run this multiple times with different starting conditions.
The result depends on the initial clusters. It is common to run this multiple times with different starting conditions.