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    [問答] 關(guān)于rpart.control 4個(gè)參數(shù)的中文解釋,最好有例子加以說明,謝謝! [推廣有獎(jiǎng)]

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    關(guān)于rpart.control 4個(gè)參數(shù)的中文解釋,最好有例子加以說明,謝謝!

    maxcompete: the number of competitor splits retained in the output. It is useful to know not just which split was chosen, but which variable came in second, third, etc.
    maxsurrogate: the number of surrogate splits retained in the output. If this is set to zero the compute time will be reduced, since approximately half of the computational time (other than setup) is used in the search for surrogate splits.
    usesurrogate: how to use surrogates in the splitting process. 0 means display only; an obser-vation with a missing value for the primary split rule is not sent further downthe tree. 1 means use surrogates, in order, to split subjects missing the primary
    variable; if all surrogates are missing the observation is not split. For value 2 ,ifall surrogates are missing, then send theobservation in the majority direction. A value of 0 corresponds to the action of tree, and 2 to the recommendations of Breiman et.al (1984).
    surrogatestyle: controls the selection of a best surrogate. If set to 0 (default) the program uses the total number of correct classification for a potential surrogate variable, if set to 1 it uses the percent correct, calculated over the non-missing values of the surrogate. The first option more severely penalizes covariates with a large number of missing values.

    關(guān)鍵詞:control Contro rpart contr trol 中文解釋 search number useful second

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