Hello, this is for Datascience Application. Below is a question from the textbook fundamentals of machine learning for predictive data analytics, chapter 5, ISBN: 978-0-262-02944-5.

Thank you very much for your help!

Below is a picture of the book and below that is the exercise 1 from chapter 5.

JOHN D. KELLEHER BRIAN MAC NAMEE AOIFE D'ARCY FUNDAMENTALS OF MACHINE LEARNING FOR PREDICTIVE DATA ANALYTIC ALGORITHMS, WORKED EXAMPLES, AND CASE STUDIE Exercises le below lists a dataset that was used to create a nearest neigh. bour model that predicts whether it will be a good day to go surfing ID WAVE SIZE (FT) WAVE PERIOD (SECs) WIND SPEED (MPH) GOOD SUDE 1, The tab yes no yes yes no no 15 4 10 12 20 10 Assuming that the model uses Euclidean distance to find the nearest neigh- bour, what prediction will the model return for each of the following query instances ID WAVE SIZE (FT) WAVE PERIOD (SECS) WIND SPEED (MPH) GOOD SURE 15 Q2 18 4 ation