Introduction to Machine Learning- ML 462CCS5 Assignment -1 Suppose we have a classification problem which consists in determining the class of membership of new instances Xi. The value domain of the possible classes is 1,2,3. According to the following knowledge base, determine by hand (or using a spreadsheet) the class of instance X6, whose values for numeric attributes A1 through As 5 are 3,12,4,7,8>, using k-nearest neighbor algorithm (K-NN) with K=1 and then K=3. Use Euclidean distance to evaluate the distance between two points. Show all the calculations