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5.png

Our goal is to use LDA to obtain a classifier

Obtain

the two discriminant functions

Check that all the training points

5.png

5. (15%) Consider the following data containing 5 training data points consisting
of two features x1 and x2 (so here N = 5, p = 2), and two possible classes y E
{0, +1 }.
Training Data
#1
# 2
#3
#4
#5
X1 (Feature 1)
O
2
2
X2(Feature 2)
O
O
2
y
O
O
O
Our goal is to use LDA to obtain a classifier.
a) (10 Points) Obtain the two discriminant functions do(x) and S1(x).
b) (5 Points) Check that all the training points are classified correctly
using the obtained discriminant functions do(x) and S1(x)

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