Читать книгу Machine Learning for Healthcare Applications - Группа авторов - Страница 55

 BMR = (10 × Weight in kg) + (6.25 × Height in cm) − (5 × Age in years) + 5 ---------[4]

 BMR = 10 × 63 + 6.25 × 176 − 5 × 21 + 5 = 1630

 Calories needs to be consumed = BMR × Physical Activity = 1630 × 1.375 = 2241.25

 Calorie Difference = Calories consumed − Calories needs to be consumed = 1,800 − 2241.25 = −441.25.

Thus, inputs after pre-processing are:

Input1 = (Age = 21) ∩ (Gender = Male) ∩ (No. of cigars smoked = 0) ∩ (Units of Alcohol Consumed = 2) ∩ (Screen Time = 6) ∩ (Sleep Time = 8) ∩ (Calorie Difference = −441.25).