Gaussian Conditional Density Function

A Gaussian Conditional Density Function is a conditional density function that assumes a Gaussian distribution (of the likelihood).

• See: Binomial Conditional Density Function, Linear Discriminant Analysis.

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References

2011

• http://en.wikipedia.org/wiki/Linear_classifier#Generative_models_vs._discriminative_models
  • Linear Discriminant Analysis (or Fisher's linear discriminant) (LDA) — assumes Gaussian conditional density models.
  • Naive Bayes classifier — assumes independent binomial conditional density models.

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