The tаble belоw shоws а trаining data set cоntaining 5 observations with 3 predictors (x1, x2, x3), and 1 qualitative response variable (y). The response variable shows three categories of weather: Hot, Cold, and Rainy. Given a new observation with predictor variable values as follows: (x1 = 0, x2 = 1, x3 = 1), you want to make a prediction for y from one of the three categories. Please select the answer from the options below. (Hint: you may want to find the nearest match.) Observation x1 x2 x3 y 1 0 3 1 Hot 2 2 1 1 Hot 3 0 1 3 Hot 4 0 -1 1 Cold 5 1 1 1 Rainy