(15 points) Consider the confusion matrix below for a machine learning algorithm that recognizes daily activities from motion sensor data. Where needed, treat bed-toilet transition as the positive class. Predict Sleep Meds Eat Bathe Bed-T Relax Sleep 30795 4 86 0 51 0 Meds o 3105 1 0 0 Actual Eat 94 1 14278 0 0 0 Bathe 1 0 0 592 5 0 Bed-T 18 0 0 2 501 Relax 1 0 o 0 0 3 Evaluate the classifier's performance using the following metrics: accuracy precision (for bed-toilet transition) recall (for bed-toilet transition) macro f-measure