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Data Processing System and Method for Rules/Machine Learning Model-Based Screening of Inventory
Data Processing System and Method for Rules/Machine Learning Model-Based Screening of Inventory
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机译:基于规则/机器学习模型的库存筛选数据处理系统和方法
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摘要
One embodiment comprises a rules-based data processing system comprising a data store storing a set of machine learning model-based depreciation models, each depreciation model having an associated vehicle year/make/model/trim, and payment rules to determine payment schedules for vehicles using the set of depreciation curves. The rules-based data processing system can further comprise a processor and a memory coupled to the processor storing a set of computer executable instructions. The set of computer executable instructions executable to receive a first set of inventory feed records, each inventory feed record in the first set of inventory feed records comprising a vehicle identification number (VIN), dealer price and mileage and apply a first set of filter rules to the first set of inventory feed records to identify a second set of inventory feed records corresponding to vehicles having year/make/model/trim for which a depreciation curve is stored in the data store.
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