Week #11 Tutorial Question 1 Apply various thresholds and count the TP, TN, FP, FN. step 1 Create a skew class dataset with 20 subjects step 2 Subject Ground Truth Classifier output score threshold 0.3 COUNT TP TN FP EN Subject Ground Truth Classifier output score 1 1 0.81 2 1 0.93 Subject COUNT TP TN FP EN threshold 0.5 3 3 Ground Truth 0.20 Classifier output score 0 Subject Ground Truth Classifier output score threshold 0.8 COUNT TP TN FP EN 20 1 0.88 step 3 Calculate the respective precision, recall, f1 score, accuracy, TP rate, and FP rate for each of the applied threshold values. Shoot a short video (not more than 3 minutes) to clearly explain how you determined the optimum threshold value for the Week #11 Tutorial Question 1 Apply various thresholds and count the TP, TN, FP, FN. step 1 Create a skew class dataset with 20 subjects step 2 Subject Ground Truth Classifier output score threshold 0.3 COUNT TP TN FP EN Subject Ground Truth Classifier output score 1 1 0.81 2 1 0.93 Subject COUNT TP TN FP EN threshold 0.5 3 3 Ground Truth 0.20 Classifier output score 0 Subject Ground Truth Classifier output score threshold 0.8 COUNT TP TN FP EN 20 1 0.88 step 3 Calculate the respective precision, recall, f1 score, accuracy, TP rate, and FP rate for each of the applied threshold values. Shoot a short video (not more than 3 minutes) to clearly explain how you determined the optimum threshold value for the