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Upgrade to ProYou are a Data Engineer at Aetna. The machine learning team is building a fraud detection model and needs engineered features for each claim line item. They want to know how much each line item was billed relative to the procedure's standard charge (markup ratio), and they need the billed amount categorized into tiers with one-hot encoding for model input.
You are a Data Engineer at Aetna. The machine learning team is building a fraud detection model and needs engineered features for each claim line item. They want to know how much each line item was billed relative to the procedure's standard charge (markup ratio), and they need the billed amount categorized into tiers with one-hot encoding for model input.