<p>A minimal change would be to change</p>

<pre><code>newCentroids.fill(DBL_MAX);
</code></pre>

<p>to:</p>

<pre><code>newCentroids.col(c).fill(DBL_MAX);
</code></pre>

<p>Because you only want to fill one column.</p>

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