Here is the question. Thanks!

In a 3dimensional Zclass classication problem, the following training sample 1rectors are given: 1 B o 4 4 I] D 5 5 3 D1: 1,1,5,2,6 andD3= ,5,,,2 6 2 18 2 2 D 5 1 Following are the steps to be taken to process this dataset. Use Fisher linear discriminant analysis method to calculate a) calculate a transtorm vector w to reduce the data dimension to 1 dimension, and then b] calculate the projections of all the data samples in the resulting 1-dimensional space. (Show your steps and immediate results.)