What type of data is typically used in clustering algorithms?
Practice Questions
1 question
Q1
What type of data is typically used in clustering algorithms?
Labeled data
Unlabeled data
Time series data
Sequential data
Clustering algorithms operate on unlabeled data, as they seek to find inherent groupings.
Questions & Step-by-step Solutions
1 item
Q
Q: What type of data is typically used in clustering algorithms?
Solution: Clustering algorithms operate on unlabeled data, as they seek to find inherent groupings.
Steps: 4
Step 1: Understand what clustering algorithms do. They group similar items together.
Step 2: Know that clustering algorithms do not use labeled data. Labeled data means each item has a known category.
Step 3: Realize that clustering algorithms work with unlabeled data. This means they look for patterns and groupings without prior knowledge of categories.
Step 4: Remember that the goal of clustering is to find inherent groupings based on the features of the data.
