bsan question 1-2

Question Completion Status: Use the following description to answer Questions 1-5. According to the American Academy of Pediatrics, toddlers (i.e., children who are 12 to 36 months old) need plenty of sleep during the night. However, studies show that many toddlers struggle and resist sleeping through the night. Dr. Capan has a 22- month-old toddler whose night sleep is rather difficult to predict. To analyze her toddler's sleep, she collects daily data including: day of the week (categorical, where the categories are: Monday...., Sunday), length of mid-day nap (numerical, in Minutes), .type of snacks he had before going to bed (categorical where the categories are: fruit, yoghurt, crackers). length of night sleep (numerical, in hours) night sleep category (binary, takes values 0-short or 1-long-> short means night sleep 12 hours) Question 1. Which data mining method would be best suited to predict the length of night sleep (numerical) using the variables: day of the week, length of mid-day nap, and type of snacks he had before going to bed? O Time Series Association Rule Mining Linear Regression O Logistic Regression QUESTION 2 Which data mining method would be best suited to predict the length of night sleep (numerical) using the previous nights' length of night sleep in the past 60 days? O Time Series O Association Rule Mining O Logistic Regression Clustering Click Save and Submit to save and submit. Click Save All Answers to save all answers, Save A