发明名称 METHOD AND SYSTEM FOR GENERATING PREDICTIVE MODELS FOR SCORING AND PRIORITIZING LEADS
摘要 A computer implemented system for automating the generation of an analytic model includes a processor configured to process a plurality of data sets. Each data set includes values for a plurality of variables. A time-stamping module is configured to derive values for a plurality of elapsed-time variables for each data set, and the plurality of variables and plurality of elapsed-time variables are included in a plurality of model variables. A model generator is configured to create a plurality of comparison analytic models each based on a different subset of model variables. Each comparison analytic model is configured to operate on new data sets associated with current leads, and to output a likelihood of successfully closing an associated transaction. A model testing module is configured to select an operational analytic model from among the comparison analytic models based on a quality metric.
申请公布号 US2017124459(A1) 申请公布日期 2017.05.04
申请号 US201715405076 申请日期 2017.01.12
申请人 DXCONTINUUM INC. 发明人 Jayaraman Baskar;Chatterjee Debashish;Govindarajan Kannan;Rajan Ganesh
分类号 G06N5/02;G06F17/30 主分类号 G06N5/02
代理机构 代理人
主权项 1. A computer implemented system for automating the generation of an analytic model, said system comprising: a processor communicatively coupled to a database, the database configured to store a plurality of data sets, each of the data sets comprising values for a plurality of variables, said processor configured to process the data sets, said processor comprising: a time-stamping module configured to derive values for a plurality of elapsed-time variables for each data set, wherein each elapsed-time variable represents an elapsed time between a respective pair of dated events associated with the respective data set, the plurality of variables and the plurality of elapsed-time variables included in a plurality of model variables; a model generator configured to create a plurality of comparison analytic models, each comparison analytic model based on a different subset of the plurality of model variables, wherein each comparison analytic model is configured to operate on new data sets associated with current leads, and to output a representation of a likelihood of successfully closing a respective transaction associated with each current lead; and a model testing module configured to select an operational analytic model from among the plurality of comparison analytic models based on a quality metric applied to each of the plurality of comparison analytic models.
地址 Fremont CA US