R語言 實現選取某一行的最大值
可以先自定義函數
也可以用的時候再定義。
> mat <- matrix(c(1:3,7:9,4:6), byrow = T, nc = 3) > mat [,1] [,2] [,3] [1,] 1 2 3 [2,] 7 8 9 [3,] 4 5 6 > apply(mat, 2, function(x){order(x, decreasing=T)[1]}) # 查找每一列 [1] 2 2 2 > apply(mat, 1, function(x){order(x, decreasing=T)[1]}) # 查找每一行 [1] 3 3 3 > apply(mat, 1, function(x){which.max(x)}) # 查找每一行 [1] 3 3 3 > n <- letters[1:5] > n [1] "a" "b" "c" "d" "e" > t <- apply(mat, 1, function(x){which.max(x)}) > n[t] [1] "c" "c" "c"
另一個例子:
MaxVar <- function(x, na.rm = FALSE) { ## compute `max` maxx <- max(x, na.rm = na.rm) ## which equal the max wmax <- which(x == max(x)) ## how many equal the max nmax <- length(wmax) ## return out <- if(nmax > 1L) { c(999, NA) } else { c(maxx, wmax) } out } And use it like this: > new <- apply(Mydata[, -1], 1, MaxVar) > new [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [1,] 3 4 999 999 999 4 4 2 4 999 [2,] 1 4 NA NA NA 4 2 3 4 NA > Mydata <- cbind(Mydata, Max = new[1, ], Var = new[2, ]) > Mydata ID X1 X2 X3 X4 Max Var 1 1 3 1 1 1 3 1 2 2 1 2 1 4 4 4 3 3 1 1 1 1 999 NA 4 4 1 3 3 1 999 NA 5 5 2 2 2 1 999 NA 6 6 1 2 3 4 4 4 7 7 2 4 3 3 4 2 8 8 1 1 2 1 2 3 9 9 3 2 1 4 4 4 10 10 4 4 4 4 999 NA
補充:使用R語言得到向量中所有的最大值或者最小值的下標
比如向量a:
a=c(1,2,4,3,4)
代碼如下:
which(a==max(a),arr.ind=TRUE)
輸出為:
[1] 3 5
以上為個人經驗,希望能給大傢一個參考,也希望大傢多多支持WalkonNet。如有錯誤或未考慮完全的地方,望不吝賜教。
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