A Manufacturing Company Has a Large Set of Labeled Historical

question 84

Multiple Choice

A manufacturing company has a large set of labeled historical sales data. The manufacturer would like to predict how many units of a particular part should be produced each quarter. Which machine learning approach should be used to solve this problem?

• A) Logistic regression
• B) Random Cut Forest (RCF)
• C) Principal component analysis (PCA)
• D) Linear regression