Linear Discriminant Analysis (LDA) Modeling System
A Linear Discriminant Analysis (LDA) Modeling System is a model-based supervised classification system that implements a linear discriminant analysis algorithm to solve a linear discriminant analysis task.
References
2009
- https://scikit-learn.org/stable/modules/lda_qda.html#lda-qda
- QUOTE: ]Linear Discriminant Analysis (discriminant_analysis.LinearDiscriminantAnalysis) and Quadratic Discriminant Analysis (discriminant_analysis.QuadraticDiscriminantAnalysis) are two classic classifiers, with, as their names suggest, a linear and a quadratic decision surface, respectively.
These classifiers are attractive because they have closed-form solutions that can be easily computed, are inherently multiclass, have proven to work well in practice, and have no hyperparameters to tune.
- QUOTE: ]Linear Discriminant Analysis (discriminant_analysis.LinearDiscriminantAnalysis) and Quadratic Discriminant Analysis (discriminant_analysis.QuadraticDiscriminantAnalysis) are two classic classifiers, with, as their names suggest, a linear and a quadratic decision surface, respectively.