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Linear Discriminant Analysis for Starters

Hello! I’m George (a.k.a. eigenfoo) | George Ho · published 30 December 2017

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https://en.wikipedia.org/wiki/Latent_Dirichlet_allocation
en.wikipedia.org
https://www.quora.com/Can-you-explain-the-comparison-between-principal-component-analysis-and-linear-discriminant-analysis-in-dimensionality-reduction-with-MATLAB-code-Which-one-is-more-efficient
quora.com
https://rsangole.shinyapps.io/LDA_Visual/
rsangole.shinyapps.io
https://shiny.rstudio.com/
shiny.rstudio.com
https://en.wikipedia.org/wiki/Scatter_matrix
en.wikipedia.org
https://en.wikipedia.org/wiki/Diagonalizable_matrix
en.wikipedia.org
Linear Discriminant Analysis Read at the source ↗
sebastianraschka.com
https://www.elsevier.com/books/introduction-to-statistical-pattern-recognition/fukunaga/978-0-08-047865-4
elsevier.com
https://math.stackexchange.com/questions/546155/proof-that-the-trace-of-a-matrix-is-the-sum-of-its-eigenvalues
math.stackexchange.com
http://scikit-learn.org/stable/modules/generated/sklearn.discriminant_analysis.LinearDiscriminantAnalysis.html
scikit-learn.org
https://stats.stackexchange.com/questions/106121/does-it-make-sense-to-combine-pca-and-lda/109810
stats.stackexchange.com
https://www.semanticscholar.org/paper/A-well-conditioned-estimator-for-large-dimensional-Ledoit-Wolf/23d8219db1aff006b41007effc696fca6fbcabcf
semanticscholar.org
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=433840&rec=1&srcabs=290916&alg=7&pos=6
papers.ssrn.com
https://en.wikipedia.org/wiki/Homoscedasticity
en.wikipedia.org
https://en.wikipedia.org/wiki/Linear_discriminant_analysis
en.wikipedia.org
http://setosa.io/ev/principal-component-analysis
setosa.io
https://stats.stackexchange.com/questions/71489/three-versions-of-discriminant-analysis-differences-and-how-to-use-them/71571
stats.stackexchange.com
https://en.wikipedia.org/wiki/Analysis_of_variance
en.wikipedia.org