ORTHOGONAL FEATURE SELECTION METHOD

ORTHOGONAL FEATURE SELECTION METHOD
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DOI:
10.1016/0031-3203(76)90023-6
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发表时间:
1976-01-01
影响因子:
8
通讯作者:
BENDER, CF
BENDER, CF
中科院分区:
计算机科学1区
文献类型:
--
作者:
KOWALSKI, BR;BENDER, CF

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提出了一种新的预处理方法,该方法在化学应用中具有相当大的用途。选择对类别区分有用、正交且至少部分保留与原始测量值相同的特征。简要介绍了化学模式识别,然后描述了该方法及其在质谱数据分析中的应用。
A new preprocessing method that has found considerable use for chemical applications is presented. Features are selected that are useful for class discrimination, orthogonal, and at least in part, retain identity to the original measurements. A brief introduction to chemical pattern recognition is presented followed by a description of the method and an application to mass spectral data analysis.