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波形数据库生成器(版本1)数据集

波形数据库生成器(版本1)数据集

Scene:

Physical

Data Type:

Classification
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Data Preview ? 496K

    Data Structure ?

    *数据结构实际以真实数据为准

    Original Owners:

    Breiman,L., Friedman,J.H., Olshen,R.A., & Stone,C.J. (1984).
    Classification and Regression Trees.  Wadsworth International
    Group: Belmont, California.  (see pages 43-49).

    Donor:

    David Aha


    Data Set Information:

    Notes:
        -- 3 classes of waves
        -- 21 attributes, all of which include noise
        -- See the book for details (49-55, 169)
        -- waveform.data.Z contains 5000 instances


    Attribute Information:

    -- Each class is generated from a combination of 2 of 3 "base" waves
       -- Each instance is generated f added noise (mean 0, variance 1) in each attribute
        -- See the book for details (49-55, 169)


    Relevant Papers:

    Leo Breiman, Jerome H. Friedman, Adam Olshen, Jonathan Stone. "Classification and Regression Trees." 1984.
    [Web link]

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