In the space shuttle O-ring data set in following table the target variable, the Number of O-rings with Stress, has three values: 0, 1, and 2. Consider these three values as categorical values, instances # 1323 as the training data, instances # 112 as the testing data, and the Euclidean distance as the measure of dissimilarity

Construct a 1-nearest neighbor classifier and a 3-nearest neighbor classifier, and test and compare their classification performance. Show all steps in calculation

1 O WN 2 3 4 5 6 7 Nooo ||||||| Leak-Check Pressure 50 50 50 50 50 50 100 100 200 200 200 200 200 200 8 Attribute variables number of O- Launch rings temperature 6 66 6 70 6 69 6 68 6 67 6 72 6 73 6 70 6 57 6 63 70 6 78 6 67 6 53 6 67 6 75 6 70 6 81 6 76 6 79 6 75 6 76 6 58 Target variable Number of O- rings with Stress 0 1 0 0 0 0 0 0 1 1 1 0 0 2 0 0 0 0 0 0 0 0 1 PIP OWN 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 H 200 000 200 200 200 200 200 200 200 200