Which machine learning algorithm was recently adopted by major pharmaceutical retailers to predict customer medication needs with 94% accuracy, resulting in better inventory management?

Machine learning is transforming scientific retail operations by enabling predictive analytics and personalized customer experiences. In recent years, one particular ML algorithm has revolutionized how pharmaceutical retailers analyze customer purchasing patterns and predict medication needs. This poll tests your knowledge of cutting-edge ML applications in the science retail sector that are changing how companies serve customers with health and scientific products.

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XGBoost with temporal pattern recognition
Simple recurrent neural networks (RNNs)
K-means clustering with demographic partitioning
Random forest with seasonal adjustment factors