Q.25. What are different type of clustering? Explain with an example all distance measure used in K-Means Algorithm. Q.26. How to implement the K-Mean clustering? Explain in details. Q.27. What is a Gaussian Mixture Model (GMM)? How to apply GMM to Jumble of unlabelled Images? Q.28. Height Weight T-shirt (in CMS) (in kgs) Size 158 58 M 158 59 M 158 63 M 160 59 M 160 60 M 163 60 M 163 51 M 160 64 L 163 64 L 165 51 L 165 62 L 165 65 L 168 62 L 168 63 L 168 66 L 170 63 L 170 64 L Act 170 68 L Go to NOW Let US consider new customer named 'Mahesh' has height 161cm and weight 61kg. Find his T-shirt type. Q.29. Using KNN algorithm find the Rain Condition, when Temp: 29.6 C and Humidity: 78%. Let K=3. Temp(x)in C Humidity(y)% Rain condition 27.8 76 Yes 28.2 76 Yes 28.7 80 No 28.6 81.6 Yes 27.7 89.4 Yes 30.5 89.9 No 26.7 81.4 Yes 25.9 85 No 36 90 No 31.8 88 Yes