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How to convert negative values in a matrix to 0 in R?
To convert negative values in a matrix to 0, we can use pmax function. For example, if we have a matrix called M that contains some negative and some positive and zero values then the negative values in M can be converted to 0 by using the command pmax(M,0).
Example
Consider the below data frame −
M1<-matrix(sample(-10:2,40,replace=TRUE),ncol=2) M1
Output
[,1] [,2] [1,] 0 -2 [2,] -1 0 [3,] -10 1 [4,] -4 -8 [5,] -7 -8 [6,] 0 0 [7,] -7 0 [8,] -8 -3 [9,] -1 -9 [10,] -4 -10 [11,] 1 -7 [12,] 0 -5 [13,] -6 -3 [14,] -4 -4 [15,] -4 -4 [16,] 0 2 [17,] -7 -2 [18,] -7 -2 [19,] -5 -5 [20,] -6 -7
Converting negative values in matrix M1 to 0 −
Example
pmax(M1,0)
Output
[,1] [,2] [1,] 0 0 [2,] 0 0 [3,] 0 1 [4,] 0 0 [5,] 0 0 [6,] 0 0 [7,] 0 0 [8,] 0 0 [9,] 0 0 [10,] 0 0 [11,] 1 0 [12,] 0 0 [13,] 0 0 [14,] 0 0 [15,] 0 0 [16,] 0 2 [17,] 0 0 [18,] 0 0 [19,] 0 0 [20,] 0 0
Example
M2<-matrix(sample(-10:10,80,replace=TRUE),ncol=4) M2
Output
[,1] [,2] [,3] [,4] [1,] -10 1 4 7 [2,] -9 5 6 2 [3,] 7 4 1 -5 [4,] 2 9 0 2 [5,] -2 -6 1 -9 [6,] 8 -9 -9 1 [7,] 3 -3 0 -1 [8,] 5 0 -3 5 [9,] -2 5 7 -5 [10,] -3 0 -8 1 [11,] -4 3 -2 -4 [12,] 5 4 -5 2 [13,] 0 10 -1 -8 [14,] 5 -9 -4 -1 [15,] 6 -6 2 0 [16,] -6 -9 -5 -8 [17,] -4 4 -9 -3 [18,] 4 -10 4 7 [19,] -9 -8 2 -4 [20,] -2 3 9 -8
Converting negative values in matrix M2 to 0 −
Example
pmax(M2,0)
Output
[,1] [,2] [,3] [,4] [1,] 0 1 4 7 [2,] 0 5 6 2 [3,] 7 4 1 0 [4,] 2 9 0 2 [5,] 0 0 1 0 [6,] 8 0 0 1 [7,] 3 0 0 0 [8,] 5 0 0 5 [9,] 0 5 7 0 [10,] 0 0 0 1 [11,] 0 3 0 0 [12,] 5 4 0 2 [13,] 0 10 0 0 [14,] 5 0 0 0 [15,] 6 0 2 0 [16,] 0 0 0 0 [17,] 0 4 0 0 [18,] 4 0 4 7 [19,] 0 0 2 0 [20,] 0 3 9 0
Updated on: 16-Mar-2021
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