src/Phpml/DimensionReduction/PCA.php 1 location
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@@ 118-121 (lines=4) @@
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| 115 |
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{ |
| 116 |
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// Calculate means for each dimension |
| 117 |
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$this->means = []; |
| 118 |
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for ($i=0; $i < $n; $i++) { |
| 119 |
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$column = array_column($data, $i); |
| 120 |
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$this->means[] = Mean::arithmetic($column); |
| 121 |
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} |
| 122 |
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} |
| 123 |
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| 124 |
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/** |
src/Phpml/Math/Statistic/Covariance.php 1 location
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@@ 136-138 (lines=3) @@
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| 133 |
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| 134 |
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if ($means === null) { |
| 135 |
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$means = []; |
| 136 |
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for ($i=0; $i < $n; $i++) { |
| 137 |
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$means[] = Mean::arithmetic(array_column($data, $i)); |
| 138 |
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} |
| 139 |
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} |
| 140 |
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| 141 |
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$cov = []; |