- Patent Title: Creating method of classification model about hard disk efficiency problem, analysis method of hard disk efficiency problem and classification model creating system about hard disk efficiency problem
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Application No.: US17840788Application Date: 2022-06-15
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Publication No.: US12001308B2Publication Date: 2024-06-04
- Inventor: Yi-Ju Liao , Jen-Yuan Chang , Po-Hsiu Chen , Hsieh-Liang Tsai
- Applicant: Inventec (Pudong) Technology Corporation , INVENTEC CORPORATION
- Applicant Address: CN Shanghai
- Assignee: INVENTEC (PUDONG) TECHNOLOGY CORPORATION,INVENTEC CORPORATION
- Current Assignee: INVENTEC (PUDONG) TECHNOLOGY CORPORATION,INVENTEC CORPORATION
- Current Assignee Address: CN Shanghai; TW Taipei
- Agency: Locke Lord LLP
- Agent Tim Tingkang Xia, Esq.
- Priority: CN 2210195426.1 2022.03.01
- Main IPC: G06F11/30
- IPC: G06F11/30 ; G06F11/34 ; G06F18/23213 ; G06N5/01

Abstract:
A creating method of a classification model about a hard disk efficiency problem comprising: by an analyzing device, performing: obtaining a plurality of pieces of measurement data of a plurality of hard disk devices each of which comprises a plurality of values of a plurality of vibration parameters; binarizing the plurality of pieces of measurement data based on a plurality of preset conditions respectively corresponding to the plurality of vibration parameters; and obtaining the classification model about the hard disk efficiency problem based on the plurality of pieces of binarized measurement data and a decision tree algorithm.
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