R中的许多函数提供某种控制台输出(例如NbClust()等。)有没有任何方法可以检索一些输出(例如某个整数值)而无需查看输出?从控制台读取的任何方式?
想象一下,输出看起来像package manual中提供的示例代码的以下输出:
[1] "Frey index : No clustering structure in this data set"
*** : The Hubert index is a graphical method of determining the number of clusters.
In the plot of Hubert index, we seek a significant knee that corresponds to a
significant increase of the value of the measure i.e the significant peak in Hubert
index second differences plot.
*** : The D index is a graphical method of determining the number of clusters.
In the plot of D index, we seek a significant knee (the significant peak in Dindex
second differences plot) that corresponds to a significant increase of the value of
the measure.
*******************************************************************
* Among all indices:
* 1 proposed 2 as the best number of clusters
* 2 proposed 4 as the best number of clusters
* 2 proposed 6 as the best number of clusters
* 1 proposed 7 as the best number of clusters
***** Conclusion *****
* According to the majority rule, the best number of clusters is 4
*******************************************************************
如何从上面输出的最后一行检索值4?
最好使用对象而不是在控制台中输出。任何“好”函数都会返回希望结构化的输出,可以使用$
或@
符号访问,使用str()
查看对象的结构。
在你的情况下,我认为这应该工作:
length(unique(res$Best.partition))
另一种选择是:
max(unlist(res[4]))