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Method and apparatus for predicting and reporting a real estate value based on a weighted average of predicted values

机译:用于基于预测值的加权平均值来预测和报告房地产价值的方法和设备

摘要

A system and method of accurately predicting and reporting a value of a property based on a weighted average of values predicted by at least two prediction models. The system and method include the steps of accessing predicted values, determined by the prediction models, for the property; determining property-specific proportional prediction error distribution information for each predicted value determined by each prediction model; assigning a weight to the predicted value determined by each prediction model by using the property-specific proportional prediction error distribution information; and generating a property-specific weighted average value based on combination of the weight and the predicted value determined by each prediction model and reporting the property-specific weighted average value to minimize prediction error during prediction of the property value.
机译:一种基于由至少两个预测模型预测的值的加权平均值来准确地预测和报告属性值的系统和方法。该系统和方法包括以下步骤:访问由预测模型确定的属性的预测值。为每个预测模型确定的每个预测值确定特定于特性的比例预测误差分布信息;通过使用特性特定比例预测误差分布信息,将权重分配给由每个预测模型确定的预测值;根据权重和每个预测模型确定的预测值的组合,生成特定属性的加权平均值,并报告特定属性的加权平均值,以最小化属性值预测期间的预测误差。

著录项

  • 公开/公告号US6876955B1

    专利类型

  • 公开/公告日2005-04-05

    原文格式PDF

  • 申请/专利权人 MARK FLEMING;CHIONGLONG KUO;

    申请/专利号US20020324075

  • 发明设计人 CHIONGLONG KUO;MARK FLEMING;

    申请日2002-12-20

  • 分类号G06F17/60;

  • 国家 US

  • 入库时间 2022-08-21 22:19:07

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