发明名称 Selective Storing of Mining Models for Enabling Interactive Data Mining
摘要 Computerized methods, data processing systems, and computer program products for storing of data mining models (DMMs) are provided. A new DMM is created having at least one of the following characteristics: quality and complexity. The new DMM is handled as a candidate for storing in a storage device if a predefined criterion for the characteristics is met. The sum of the sizes of the new DMM and already stored DMMs is determined In response to the sum falling below a storage limit, the new DMM is stored in the storage device. In response to the sum exceeding the storage limit, a decision is taken based on priorities of the DMMs which DMMs to store in the storage device. The priorities depend at least on access frequencies of the DMMs. Upon a data mining request, a corresponding DMM is determined and a user is requested to confirm that data mining is to proceed if quality of the determined DMM does not fulfill a further predefined criterion.
申请公布号 US2011153664(A1) 申请公布日期 2011.06.23
申请号 US20100951542 申请日期 2010.11.22
申请人 INTERNATIONAL BUSINESS MACHINES CORPORATION 发明人 LANG ALEXANDER;MITSCHANG BERNHARD;PULIDO DE LOS REYES RUBEN;SIEB CHRISTOPH;WURST MICHAEL
分类号 G06F17/30 主分类号 G06F17/30
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