发明名称 |
SYSTEM AND METHOD FOR ON-LINE TRAINING OF A NON-LINEAR MODEL FOR USE IN ELECTRONIC COMMERCE |
摘要 |
A system and method for on-line training of a non-linear model for use in electronic commerce. The non-linear model is trained with training sets from a stream of process data. The system detects availability of new training data, and constructs a training set from the corresponding input data. Over time, many training sets are presented to the non-linear model. When multiple presentations are needed to effectively train the non-linear model, a buffer of training sets is filled and updated as new training data become available. Once the buffer is full, a new training set bumps the oldest training set from the buffer. The training sets are presented one or more times each time a new training set is constructed. An historical database may be used to construct training sets for the non-linear model. The non-linear model may be trained retrospectively by searching the historical database and constructing training sets. |
申请公布号 |
WO03081385(A2) |
申请公布日期 |
2003.10.02 |
申请号 |
WO2003US08177 |
申请日期 |
2003.03.18 |
申请人 |
PAVILION TECHNOLOGIES, INC. |
发明人 |
FERGUSON, BRUCE;HARTMAN, ERIC |
分类号 |
G06Q10/00 |
主分类号 |
G06Q10/00 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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