matlab - Matlab：如何删除矩阵中的所有列，如果它包含超过某个特定数量的 NaN 值

Question

我想删除所有超过特定数量的 NaN 的列（比如说 5 个 NaN）。有没有没有循环的方法？

Answer 1

不需要循环：

matFixed = MAT( :, sum( isnan( MAT ) ) <= 5);

一步步：

nanMat = isnan(MAT); % convert MAT to logical with 1 indicating value is a NAN
nNanInCol = sum(nanMat); %compute the number of NANs in each col
colIdx = nNanInCol <= 5; % determine which columns are "valid"
matFixed = MAT(:, colIdx); % create new matrix using only the good columns of MAT

Answer 2

这很容易：

%# define a matrix with NaNs
A = rand(10); %# 10x10 array
A(A<0.5) = NaN; %# each column contains on average 5 NaNs

%# count NaNs
nanCt = sum(isnan(A),1);

%# remove columns with too many NaNs
A(:,nanCt > 5) = [];