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12:01
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Analytics in Practice
Linear Discriminant Analysis Clearly Explained
Linear Discriminant Analysis (LDA) is a supervised dimensionality reduction technique that projects data in a way that maximizes class separation. Unlike PCA, which is unsupervised and focuses on variance, LDA leverages class labels to identify directions that best distinguish categories. In a financial context, LDA was applied to a synthetic ...
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