There are 30 data records with one attribute. The values of the attribute is given in the table and these data records are classified into three classes, A, B, and C. Based on the following data, conduct a LDA analysis (Bayes classifier). (1) Derive the discriminant function for class A, B, and C, respectively. (2) If we have a new data record with attribute value of 10, then this record should be classified into which class? Value classified Value classified Value classified as as as 9.80 A 13.27 B 2.82 9.52 A 15.15 10.64 A 12.57 10.63 A 12.77 8.27 A 14.99 9.94 A 18.07 9.67 A 13.46 11.26 A 15.74 12.19 A 14.55 12.22 A 17.23 BBBBBBBBB 5.07 6.11 7.20 8.09 5.17 2.02 3.52 2.88 B 9.70 CCCCACCCCA Toe save your time, some quantities are calculated for you as follows