Which of the Following Statements Is False

question 9

Multiple Choice

Which of the following statements is false?

• A) K-means clustering works through the data attempting to divide it into that many clusters.
• B) As with many machine learning algorithms, k-means clustering is recursive and gradually zeros in on the clusters to match the number you specify.
• C) K-means clustering can find similarities in unlabeled data. This can ultimately help with assigning labels to that data so that supervised learning estimators can then process it.
• D) Given that it’s tedious and error-prone for humans to have to assign labels to unlabeled data, and given that the vast majority of the world’s data is unlabeled, unsupervised machine learning is an important tool.

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Definitions:

Fetal Testes

The male reproductive organs in a fetus, responsible for producing testosterone, which is crucial for male sexual development.

Testosterone Synthesis

The process of producing testosterone, a steroid hormone responsible for the development of male secondary sexual characteristics, primarily in the testes and also in the adrenal glands.

FSH

Follicle-stimulating hormone (FSH) is a hormone essential for reproductive processes, including the growth of ovarian follicles in women and spermatogenesis in men.

Prostaglandins

A group of physiologically active lipid compounds that have diverse hormone-like effects in animals, including regulating inflammation and body temperature.