Which of the Following Statements A), B) or C) Is

question 59

Multiple Choice

Which of the following statements a) , b) or c) is false?

• A) The Iris dataset bundled with scikit-learn is commonly analyzed with both classification and clustering.
• B) Although the Iris dataset is labeled, we can ignore those labels to demonstrate clustering. Then, we can use the labels to determine how well the k-means algorithm clusters the samples.
• C) The Iris dataset is referred to as a "toy dataset" because it has only 150 samples and four features. The dataset describes 50 samples for each of three Iris flower species-xe "Iris setosa"Iris setosa, xe "Iris versicolor"Iris versicolor and xe "Iris virginica"Iris virginica.
• D) All of the above statements are true.

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Definitions:

Filter Theory

A perspective in social psychology suggesting that social and cognitive processes filter the stimuli we pay attention to, impacting our perception and interactions.

Personally Irrelevant Information

Information that does not have a direct impact or relevance to one's own life or current situation.

Visual Information

Data perceived through the sense of sight, including images, symbols, signs, and anything else that can be seen and interpreted visually.

Mental Video

The ability to visualize or mentally simulate scenarios, events, or activities as if watching a movie in one's mind.