Invention Grant
- Patent Title: Increasing signal to noise ratio for creation of generalized and robust prediction models
- Patent Title (中): 增加信噪比，创建广义和鲁棒的预测模型
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Application No.: US13856288Application Date: 2013-04-03
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Publication No.: US09275334B2Publication Date: 2016-03-01
- Inventor: Deepak Sharma , Helen R. Armer , James Moyne
- Applicant: Applied Materials, Inc.
- Applicant Address: US CA Santa Clara
- Assignee: Applied Materials, Inc.
- Current Assignee: Applied Materials, Inc.
- Current Assignee Address: US CA Santa Clara
- Agency: Lowenstein Sandler LLP
- Main IPC: G06N5/02
- IPC: G06N5/02 ; G06F15/18 ; G06N99/00 ; G05B19/00 ; G06F17/50
Abstract:
A computer system iteratively executes a decision tree-based prediction model using a set of input variables. The iterations create corresponding rankings of the input variables. The computer system generates overall variables contribution data using the rankings of the input variables and identifies key input variables based on the overall variables contribution data.
Public/Granted literature
- US20130268469A1 INCREASING SIGNAL TO NOISE RATIO FOR CREATION OF GENERALIZED AND ROBUST PREDICTION MODELS Public/Granted day:2013-10-10
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