Table 2 is a gene expression microarray data, where each row represents a sample for a person, each column represents a gene, and each entry represents gene expression value. The output of each sample indicates whether a specific disease exists in this sample. Please use Manhattan Distance-Weighted KNN (K=3) to predict the output of the sample 11 and sample 12. Hint: you need to calculate the weights instead of simply count how many Yeses and Nos

Samp Gi G2 Gs Ga Gs Output 1.0 2.3 5.2 1.2 5.3 Yes 2.0 3.6 18 2.3 1.6 No 5 15 1 13 1.2 Yes 2.2 1.9 9.5 15 15 No 3.9 2.4 5.3 17 1.6 Yes 51 3.6 2.7 2.6 1.7Yes 18 4.2 3.6 3.5 1.6 No 2.3 15 7.2 4.1 7.1 No .2 2.4 6.2 2.9 2.5 Yes 3.6 5.6 1.9 3.2 2.6 No 3 6 9 Table 2: Gene expression data 2 Gs G1 Gs Output 2.1 2.2 3.2 1.8 5.1 2.2 2.3 3.4 3.8 2.3 ? 12