📚 Learning Guide
Iris Dataset
medium

In a data visualization of the Iris dataset, which relationship would you expect to see between petal width and petal length for the species setosa compared to versicolor?

Master this concept with our detailed explanation and step-by-step learning approach

Learning Path
Learning Path

Question & Answer
1
Understand Question
2
Review Options
3
Learn Explanation
4
Explore Topic

Choose the Best Answer

A

A positive correlation with setosa having a smaller range of petal width.

B

A negative correlation with setosa having a larger range of petal width.

C

No correlation for either species.

D

A strong positive correlation with versicolor having a smaller range of petal width.

Understanding the Answer

Let's break down why this is correct

Answer

In a scatter plot of petal width versus petal length, you would expect setosa flowers to cluster around small values for both width and length, showing almost no variation and little correlation. Versicolor flowers, on the other hand, spread over a wider range of both measurements, with a clear upward trend where longer petals tend to be wider. Thus, the relationship for versicolor appears positively correlated, whereas setosa shows a flat, almost uncorrelated pattern. For example, a versicolor flower with a 4‑mm petal length might have a 1. 5‑mm width, while a setosa with a 4‑mm length would only have about 0.

Detailed Explanation

Setosa petals grow longer and wider together, so width and length rise together. Other options are incorrect because Some think width shrinks when length grows, but in reality width increases with length; Assuming no link between width and length ignores how petal shape works.

Key Concepts

Petal width
Data visualization
Topic

Iris Dataset

Difficulty

medium level question

Cognitive Level

understand

Ready to Master More Topics?

Join thousands of students using Seekh's interactive learning platform to excel in their studies with personalized practice and detailed explanations.