sklearn.lda.LDA Parameters

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From the sklearn.lda.LDA Parameters , does anyone could explain what are these parameters and it's best use:

  1. shrinkage
  2. priors
  3. store_covariance
  4. tol
scikit-learn machine-learning python
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