Which of the Following Statements Is False

question 5

Multiple Choice

Which of the following statements is false?

• A) You load the California Housing dataset using the the xe "modules:sklearn.datasets"xe "sklearn.datasets module"sklearn.datasets module's fetch_california_housing function, which returns a Bunch object.
• B) The Bunch object's xe "Bunch class from sklearn.utils:data attribute"xe "data:attribute of a Bunch"data and xe "Bunch class from sklearn.utils:target attribute"xe "target attribute of a Bunch"target attributes are NumPy arrays containing the 20,640 xe "machine learning:samples"xe "samples (in machine learning)"samples and their xe "machine learning:target values"xe "target values (in machine learning)"target values respectively.
• C) To confirm the number of samples (rows) and features (columns), look at the data array's shape attribute, which shows that there are 20,640 rows and 8 columns, as in: In [4]: california.data.shape
• Out[4]: (20640, 8)
• Similarly, you can see that the number of target values-the median house values-matches the number of samples by looking at the target array's shape, as in:
• In [5]: california.target.shape
• Out[5]: (20640,)
• D) The Bunch's features attribute contains the names that correspond to each column in the data array.

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Definitions:

Judgment Creditor

An entity or person who has received a favorable judgment in court regarding a monetary debt owed by another party, known as the debtor.

Enforcement of Judgments

The process of legally forcing the fulfillment of a judgment, usually involving court orders for the payment of debts or the execution of deeds.

Procedure

The set of established forms or steps for conducting legal actions or the operation of legal processes.

Small Claims Court

A court that deals with minor legal disputes and civil cases involving relatively small sums of money, designed to be more accessible than higher courts.