发明名称 |
MACHINE LEARNING APPARATUS AND MACHINE LEARNING METHOD |
摘要 |
A machine learning apparatus includes an analytical information storage unit that stores therein two or more pieces of analytical information each associating input/output information used for machine learning with time-point information indicating a time point of the input/output information, an analysis-object-set specifying unit that specifies an analysis object set containing a unit-period input-output set being a set of pieces of the input/output information corresponding to pieces of the time-point information indicating the time point in a unit period and an amount of the pieces of the input/output information of the set being dependent on a period between the time point of the unit periods and a specific time point, and a machine learning unit that performs machine learning by using the pieces of the input/output information contained in the analysis object set. |
申请公布号 |
US2014244553(A1) |
申请公布日期 |
2014.08.28 |
申请号 |
US201414180727 |
申请日期 |
2014.02.14 |
申请人 |
YAHOO JAPAN CORPORATION |
发明人 |
SEGA Shinichiro;HOSHINO Shingo;TSUKAMOTO Koji |
分类号 |
G06N99/00 |
主分类号 |
G06N99/00 |
代理机构 |
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代理人 |
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主权项 |
1. A machine learning apparatus comprising:
an analytical information storage unit that stores therein two or more pieces of analytical information each associating a piece of input/output information containing information on input and information on output used for machine learning with a piece of time-point information indicating a time point of the input/output information; an analysis-object-set specifying unit that specifies an analysis object set containing a unit-period input-output set for unit periods divided in a period, the unit-period input-output set being a set of pieces of the input/output information corresponding to pieces of the time-point information indicating the time point in the unit periods and an amount of the pieces of the input/output information of the set being dependent on a period between the time point of the unit periods and a specific time point; and a machine learning unit that performs machine learning by using the pieces of the input/output information contained in the analysis object set specified by the analysis-object-set specifying unit. |
地址 |
Tokyo JP |