Math Problem Statement

ans

For a 3 class problem, following are the discriminant functions: g12(X) = 10x1 - x2 - 10 = 0, g23(X) = x1 + 2x2 - 10 = 0, g13(X) = x1 - 2x2 - 10 = 0 Using these functions classify the unknown feature vector (4,2).

Solution

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Math Problem Analysis

Mathematical Concepts

Linear Discriminant Analysis
Classification
Multiclass Problems

Formulas

g12(X) = 10x1 - x2 - 10 = 0
g23(X) = x1 + 2x2 - 10 = 0
g13(X) = x1 - 2x2 - 10 = 0

Theorems

Discriminant Function Theorem

Suitable Grade Level

Undergraduate