What is the primary goal of clustering in data mining?
Practice Questions
1 question
Q1
What is the primary goal of clustering in data mining?
To predict future values
To group similar data points
To classify data into predefined categories
To reduce dimensionality
The primary goal of clustering in data mining is to group similar data points together based on their features.
Questions & Step-by-step Solutions
1 item
Q
Q: What is the primary goal of clustering in data mining?
Solution: The primary goal of clustering in data mining is to group similar data points together based on their features.
Steps: 5
Step 1: Understand that clustering is a method used in data mining.
Step 2: Know that data mining involves analyzing large sets of data to find patterns.
Step 3: Recognize that clustering means putting similar items together.
Step 4: Identify that 'similar data points' are items that share common characteristics or features.
Step 5: Conclude that the main goal of clustering is to organize data into groups where items in the same group are more alike than those in different groups.
