Which mathematical algorithm is widely considered to have revolutionized retail analytics by enabling previously impossible predictive insights into customer purchasing patterns?

In the competitive world of retail, data analytics powered by mathematical models have revolutionized how businesses understand customer behavior and optimize operations. One particular algorithmic approach has been credited with transforming retail analytics more than any other, leading to billions in additional revenue across the industry. Test your knowledge about this mathematical breakthrough that reshaped retail strategy and customer experience analytics.

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Random Forest Algorithm
Linear Regression Model
K-Means Clustering
Naive Bayes Classifier