Create a scatterplot with mean radius on the x-axis and mean texture on the y-axis. First inspect it with Color by Target switched off.

What can you say about the following points?

1. Overall relationship: As mean radius increases, how does mean texture generally change? Do the points follow a narrow pattern, or is there considerable spread?

2. Diagnosis groups: Compare the locations of the Benign and Malignant samples. Which group tends to have larger values of the two features?

3. Overlap: Are the groups clearly separated, or do they overlap? Describe one region of the plot that supports your answer. Would the plot justify expecting an error-free diagnosis rule based on these two features alone?

Attach a screenshot of the colored scatterplot.