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

question 58

Multiple Choice

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

• A) The following code tests a model by calling the estimator's xe "scikit-learn (sklearn) machine-learning library:predict method of an estimator"xe "predict method of a scikit-learn estimator"predict method with the test samples as an argument: predicted = linear_regression.predict(X_test)
• B) Assuming the array expected contains the expected values for the samples used to make predictions in Part (a)'s snippet, evaluating the following snippets displays the first five predictions and their corresponding expected values: In [32]: predicted[:5]
• Out[32]: array([1.25396876, 2.34693107, 2.03794745, 1.8701254 , 2.53608339])
• In [33]: expected[:5]
• Out[33]: array([0.762, 1.732, 1.125, 1.37 , 1.856])
• C) With classification, we saw that the predictions were distinct classes that matched existing classes in the dataset. With regression, it's tough to get exact predictions, because you have continuous outputs. Every possible value of x₁, x₂ … x_n in the calculation y = m₁x₁ + m₂x₂ + … m_nx_n + b
• Predicts a different value.
• D) All of the above statements are true.

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Definitions:

Continuous positive airway pressure

A medical treatment that uses mild air pressure to keep an individual's airways open, typically used for those with breathing problems during sleep, such as obstructive sleep apnea.

Effective interventions

Strategies or treatments that have been proven through research and clinical practice to produce desired outcomes in a specific context.

Best evaluator of sleep

Generally considered to be subjective self-assessment methods, where individuals rate their own sleep quality and duration.

Observations of the patient

encompass the continuous monitoring and assessment of a patient's condition to guide care and treatment decisions.