Method and apparatus for evaluating predictive model

    公开(公告)号:US09684634B2

    公开(公告)日:2017-06-20

    申请号:US14314308

    申请日:2014-06-25

    Abstract: In an approach for evaluating a predictive model, a computer identifies features of training samples in a set of training samples and selects at least one evaluation metric from a set of evaluation metrics as one or more available metrics based on the identified features. The computer applies a predictive model created based on the set of training samples to a set of test samples so as to calculate values of the one or more available metrics and evaluates the predictive model by using the one or more available metrics and the values of the available metrics. With the technical solutions described with respect to the embodiments of the present invention, one or more evaluation metrics that are applicable to specific training sample features may be determined from several evaluation metrics, so that users can precisely evaluate predictive models by using the determined evaluation metrics.

    DETERMINING A LOCATION OF A MOBILE DEVICE
    8.
    发明申请
    DETERMINING A LOCATION OF A MOBILE DEVICE 有权
    确定移动设备的位置

    公开(公告)号:US20160021637A1

    公开(公告)日:2016-01-21

    申请号:US14801139

    申请日:2015-07-16

    Abstract: A method and an apparatus for determining a location of a mobile device. The location of a mobile device is determined accurately according to information which includes call data records of the mobile device. By employing a partial ellipse integral model, two physical world factors are taken into consideration in reducing the location uncertainty in call data records. The factors include: spatiotemporal constraints of the device's movement in the physical world and the telecommunication cell area's geometry information, which increase the accuracy of determining the location of a mobile device.

    Abstract translation: 一种用于确定移动设备的位置的方法和装置。 根据包括移动设备的呼叫数据记录的信息,准确地确定移动设备的位置。 通过采用部分椭圆积分模型,在减少呼叫数据记录中的位置不确定性时考虑了两个物理世界因素。 这些因素包括:物理世界中设备移动的时空约束和电信单元区域的几何信息,这增加了确定移动设备位置的准确性。

    Transaction data analysis
    10.
    发明授权

    公开(公告)号:US11164089B2

    公开(公告)日:2021-11-02

    申请号:US14880721

    申请日:2015-10-12

    Abstract: Embodiments include predicting transactions by an entity and identifying promotions to offer the entity. Aspects include parsing a plurality of event records corresponding to a plurality of entities respectively. Aspects also include identifying a sequence of events corresponding to the entity and discretizing time durations and event values of the sequence of events into discrete symbolic values. Aspects further include generating a temporal pattern of events in the sequence of events, the temporal pattern including a sequence of transaction-symbols representative of the time duration and the event value of the events in the sequence of events of the entity and predicting a next transaction based on the temporal pattern.

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