Question

我试图通过k-means聚类算法运行9列和1064行的数据帧，但是我收到以下错误：

Error in NbClust(df, min.nc = 2, max.nc = 15, method = "kmeans") : The TSS matrix is indefinite. There must be too many missing values. The index cannot be calculated.

但是，没有缺失值

> dim(df)
[1] 1064    9

> sum(is.na(df))
[1] 0

知道问题可能是什么以及如何解决？

> head(df)
  hr_830 hr_930 hr_1030 hr_1130 hr_160 hr_180 hr_190 hr_200 hr_0
1      2      2       2       2      2      2      2      2    2
2      2      2       2       2      2      2      2      2    3
3      2      2       2       2      2      2      2      2    3
4      2      2       2       2      2      2      2      2    2
5      2      2       2       2      2      2      2      2    2
6      2      2       2       2      2      2      2      2    4

这是输入的示例：

  > dput(input)
structure(list(hr_830 = c(2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 
2L, 4L, 4L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L
), hr_930 = c(2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 2L, 4L, 4L, 
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L), hr_1030 = c(2L, 
2L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 2L, 4L, 4L, 2L, 2L, 2L, 2L, 2L, 
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L), hr_1130 = c(2L, 2L, 2L, 2L, 
2L, 2L, 2L, 2L, 2L, 2L, 4L, 4L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 
2L, 2L, 2L, 2L, 2L), hr_160 = c(2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 
2L, 2L, 4L, 4L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 
2L), hr_180 = c(2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 2L, 4L, 4L, 
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L), hr_190 = c(2L, 
2L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 2L, 4L, 4L, 2L, 2L, 2L, 2L, 2L, 
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L), hr_200 = c(2L, 2L, 2L, 2L, 2L, 
2L, 2L, 2L, 4L, 2L, 4L, 4L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 
2L, 2L, 2L, 2L), hr_0 = c(2L, 3L, 3L, 2L, 2L, 4L, 2L, 2L, 2L, 
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 2L, 2L, 2L, 2L, 2L, 2L
)), .Names = c("hr_830", "hr_930", "hr_1030", "hr_1130", "hr_160", 
"hr_180", "hr_190", "hr_200", "hr_0"), row.names = c(NA, 25L), class = "data.frame")

Answer 1

您可能也有太多常量属性。

这些方法中的大多数（全部？）假设连续值，而不是整数。

Nbclust投掷错误

1 个答案: