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The document outlines a forensic example of Linear Discriminant Analysis (LDA) used to classify bloodstains into two classes: stabbing and gunshot, based on features such as diameter and density. It details the steps involved, including calculating mean vectors, within-class and between-class scatter matrices, and the final classification of a new data point. The result indicates that the new point is classified as Class 1 (Stabbing).

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