Categorical input machine learning models

    公开(公告)号:US12131264B2

    公开(公告)日:2024-10-29

    申请号:US16938436

    申请日:2020-07-24

    IPC分类号: G06N5/04 G06N20/00

    CPC分类号: G06N5/04 G06N20/00

    摘要: There is a need for more effective and efficient predictive data analysis based at least in part on categorical input data. This need can be addressed by, for example, solutions for performing predictive data analysis that utilize at least one of categorical level merging, mutual-information-based feature filtering, feature-correlation-based feature filtering to generate training data feature value arrangements, as well as training and using categorical input machine learning models trained using the training data feature value arrangements.

    Vacuum adiabatic body and refrigerator

    公开(公告)号:US12130071B2

    公开(公告)日:2024-10-29

    申请号:US17789758

    申请日:2020-09-29

    IPC分类号: F25D23/02 F25D23/06

    摘要: A vacuum adiabatic body and a refrigerator having the vacuum adiabatic body. The vacuum adiabatic body comprises: a first plate, the first plate having a first thickness; a second plate spaced apart from the first plate in an opposite manner, the second plate having a second thickness, and the first thickness being greater than the second thickness; and sealing members arranged between the first plate and the second plate and configured to seal and fix the first plate and the second plate, a vacuum cavity being defined among the first plate, the second plate, and the sealing members. According to the vacuum adiabatic body, convection heat transfer can be reduced by vacuumizing between two plates which are sealingly connected; and the whole vacuum insulation body is stable in structure and not too heavy.

    Respirator mask
    5.
    外观设计

    公开(公告)号:USD1048373S1

    公开(公告)日:2024-10-22

    申请号:US29852771

    申请日:2022-09-09

    摘要: FIG. 1 is a top perspective view of a respirator mask, according to the present design.
    FIG. 2 is a front elevation view of the respirator mask of FIG. 1.
    FIG. 3 is a rear elevation view of the respirator mask of FIG. 1.
    FIG. 4 is a right-side elevation view of the respirator mask of FIG. 1.
    FIG. 5 is a left-side elevation view of the respirator mask of FIG. 1.
    FIG. 6 is a top plan view of the respirator mask of FIG. 1; and,
    FIG. 7 is a bottom plan view of the respirator mask of FIG. 1.
    The broken lines shown in the drawings depict portions of the respirator mask that form no part of the claimed design.