Recall the example discussed in class where scientists utilized unsupervised machine learning to classify pictures of...

Transcribed Image Text:

Recall the example discussed in class where scientists utilized unsupervised machine learning to classify pictures of cancerous moles. Using the above example (or another one of your choice) explain: 1. What unsupervised machine learning (for a classification task) is 2. How the algorithm figures out how to perform the classification task . Hint: Decision Trees Hint: Features . Hint: Training and testing sets 3. Discuss the pros and cons of unsupervised learning vs supervised learning. Edit View Insert Format Tools Table 12pt P Paragraph BIUA Recall the example discussed in class where scientists utilized unsupervised machine learning to classify pictures of cancerous moles. Using the above example (or another one of your choice) explain: 1. What unsupervised machine learning (for a classification task) is 2. How the algorithm figures out how to perform the classification task . Hint: Decision Trees Hint: Features . Hint: Training and testing sets 3. Discuss the pros and cons of unsupervised learning vs supervised learning. Edit View Insert Format Tools Table 12pt P Paragraph BIUA

Answer rating: 100% (QA)

1 Unsupervised Machine Learning for Classification Task Unsupervised machine learning for a classification task refers to the process of training a model to identify patterns or groupings within a dat... View the full answer