Question: Given the following samples for 2 different classes: D1= {(0,5), (2,1)} for class 1 D2= {(3 5), (53)} for class 2 Find the principal axis

Given the following samples for 2 different classes: D1= {(0,5), (2,1)} for class 1 D2= {(3 5), (53)} for class 2 Find the principal axis that preserves as much discrimination of classes as possible using LDA method in order to perform dimensionality reduction for the purpose of classification by filling the following empty spaces: 1- Compute the means (m1 and m2) of the two classes: m1=[ ] iT m2=[ T 2- Compute the between-class scatter matrix Sb: Sb=1 ] 3- Compute the within-class scatter matrix Sw: Sw=51+52=1 ] 4- Compute Sw-1 swisi ] 4- Compute W1=Sw=1+(m1-m2) W1= [ ] C
Step by Step Solution
There are 3 Steps involved in it
1 Expert Approved Answer
Step: 1 Unlock
Question Has Been Solved by an Expert!
Get step-by-step solutions from verified subject matter experts
Step: 2 Unlock
Step: 3 Unlock
