Dear ALL,
I have a matrix x(750,2000) got from a cell r{} with size (1*6)which has the following format:
1 2 nan nan nan 4 5 6....
1 nan 2 nan 4 nan5 6....
4 5 2 nan 4 nan5 6....
...
4 5 6 1 2 nan nan nan....
nan 4 nan5 1 nan 2 6....
4 5 2 nan 4 nan5 6....
I want to calculate a function for the non-nans on each row and then get the mean value for the results of the functions (from matrix row calculation). Below is my code:
for i=1:length(r)
x=r{i} ;
x2=nan(750,1);
for ii=1:size(x,1)
x1=x(ii,:);
x1=x1(~isnan(x1));
if ~isempty(x1)
x2(ii,1)=(sum(x1)^3-3*sum(x1.^2)*sum(x1)+2*sum(x1.^3));
end
The problem is the computation time is huge since in one loop I need 1hour to do so, but without this step it took me only 4min... Since I have 200 loops to run reducing this step's computation time will be extremely helpful, can anyone help me about this?
Thanks a lot in advance
I have a matrix x(750,2000) got from a cell r{} with size (1*6)which has the following format:
1 2 nan nan nan 4 5 6....
1 nan 2 nan 4 nan5 6....
4 5 2 nan 4 nan5 6....
...
4 5 6 1 2 nan nan nan....
nan 4 nan5 1 nan 2 6....
4 5 2 nan 4 nan5 6....
I want to calculate a function for the non-nans on each row and then get the mean value for the results of the functions (from matrix row calculation). Below is my code:
for i=1:length(r)
x=r{i} ;
x2=nan(750,1);
for ii=1:size(x,1)
x1=x(ii,:);
x1=x1(~isnan(x1));
if ~isempty(x1)
x2(ii,1)=(sum(x1)^3-3*sum(x1.^2)*sum(x1)+2*sum(x1.^3));
end
The problem is the computation time is huge since in one loop I need 1hour to do so, but without this step it took me only 4min... Since I have 200 loops to run reducing this step's computation time will be extremely helpful, can anyone help me about this?
Thanks a lot in advance