Consider you are using a correlation matrix to understand the relationship between multiple features. You come across a correlation coefficient of -0.85 between two features. What does this indicate?
- A strong negative linear relationship
- A strong positive linear relationship
- A weak positive linear relationship
- No relationship
A correlation coefficient of -0.85 indicates a strong negative linear relationship between two features. This means as one feature increases, the other decreases.
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