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  • Bug fixes for general core bugs in 3.11.x will end 14 Nov 2022 (12 months plus 6 months extension).
  • Bug fixes for security issues in 3.11.x will end 13 Nov 2023 (18 months plus 12 months extension).
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/lib/mlbackend/php/phpml/src/Phpml/Helper/ -> OneVsRest.php (source)

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Differences Between: [Versions 311 and 402] [Versions 311 and 403]

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Defines 6 functions

  train()
  reset()
  trainByLabel()
  getClassifierCopy()
  predictSample()
  binarizeTargets()

Functions
Functions that are not part of a class:

train(array $samples, array $targets)   X-Ref
Train a binary classifier in the OvR style


reset()   X-Ref
Resets the classifier and the vars internally used by OneVsRest to create multiple classifiers.


trainByLabel(array $samples, array $targets, array $allLabels = [])   X-Ref
No description

getClassifierCopy()   X-Ref
Returns an instance of the current class after cleaning up OneVsRest stuff.


predictSample(array $sample)   X-Ref

return: mixed

binarizeTargets(array $targets, $label)   X-Ref
Groups all targets into two groups: Targets equal to
the given label and the others

$targets is not passed by reference nor contains objects so this method
changes will not affect the caller $targets array.

param: mixed $label
return: array Binarized targets and target's labels