A Machine Learning Specialist Is Building a Logistic Regression Model

question 145

Multiple Choice

A Machine Learning Specialist is building a logistic regression model that will predict whether or not a person will order a pizza. The Specialist is trying to build the optimal model with an ideal classification threshold. What model evaluation technique should the Specialist use to understand how different classification thresholds will impact the model's performance?

• A) Receiver operating characteristic (ROC) curve
• B) Misclassification rate
• C) Root Mean Square Error (RMSE)
• D) L1 norm

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Definitions:

Extremities

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Medical Interventions

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Induced Labor

A medical procedure that stimulates childbirth, initiating contractions before they occur naturally.

Apgar Score

A quick test performed on a newborn baby at 1 and 5 minutes after birth to assess their heart rate, respiration, muscle tone, reflex response, and color, determining the need for further medical assistance.