公开(公告)号：US20140279742A1

公开(公告)日：2014-09-18

申请号：US13842461

申请日：2013-03-15

Applicant: Hewlett-Packard Development Company, L.P.

Inventor： George Forman

IPC: G06N99/00

CPC classification number: G06N99/005

Abstract: A technique for determining an obverse weight. A set of cases can be divided into bins. An obverse weight for a bin can be determined based on an importance weight of the bin and a variance of an error estimate of the bin.

Abstract translation: 一种用于确定正面权重的技术。 一套案例可以分为两种。 可以基于箱的重要性权重和箱的误差估计的方差来确定仓的正面权重。

公开(公告)号：US20140279734A1

公开(公告)日：2014-09-18

申请号：US13832805

申请日：2013-03-15

Applicant: HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.

Inventor： George Forman

IPC: G06N99/00

CPC classification number: G06N20/00 ,  G06N5/043

Abstract: A technique to perform cross-validation using a set of randomly selected labeled cases and a set of non-randomly selected labeled cases. A training set for use during cross-validation can include cases from both sets. A test set for use during cross-validation can include cases from the randomly selected set but exclude cases from the non-randomly selected set.

Abstract translation: 使用一组随机选择的标记情况和一组非随机选择的标记病例进行交叉验证的技术。 在交叉验证期间使用的训练集可以包括两组的情况。 在交叉验证期间使用的测试集可以包括来自随机选择的集合的情况，但是排除来自非随机选择的集合的情况。