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Improve micro performance (#21)

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* remove unused variable

* added kmeans++ initialize method

referred to https://www.kdnuggets.com/2020/06/centroid-initialization-k-means-clustering.html

* removed unused code

* Remove unnecessary if state logic int the for loop
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battlecook 2021-08-31 20:53:48 +09:00 committed by GitHub
parent eded4796cd
commit 38cbae7c38
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1 changed files with 3 additions and 7 deletions
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10
src/KMeans/Point.php
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@ -62,17 +62,13 @@ class Point implements \ArrayAccess
return $precise ? sqrt($distance) : $distance;
}
public function getClosest(iterable $points): Point
public function getClosest(iterable $points): ?Point
{
$minDistance = PHP_INT_MAX;
$minPoint = null;
foreach ($points as $point) {
$distance = $this->getDistanceWith($point, false);
if (!isset($minDistance)) {
$minDistance = $distance;
$minPoint = $point;
continue;
}
if ($distance < $minDistance) {
$minDistance = $distance;
$minPoint = $point;