I'm working on an extended matrix in octave where the final column is the label that states which centroid that data point is closest to. I know I need to use the mean function but am unsure how to select only specific values within the column that I need.
For example:
column 1 column 2 ... ... ... etc... label column -> (is the last column) info ..... ... ... ... ... 1 ... .... ... ... ... ... 2 ... ... ... ... ... ... 1 ... ... ... ... ... ... 3 .... .... ... ... ... ... 4
I would only want to pick the rows that are labeled 1 so that I could update their centroid, so when it is graphed they would all be clustered together in a group where 2, 3, and 4 would have each grouping of their own.
Here is an example:
>> m = randi(9,10,4)
m =
3 8 5 1
6 6 7 9
5 4 9 8
5 7 1 1
3 8 8 4
6 5 1 6
2 9 9 2
4 6 4 7
4 4 1 1
8 1 1 9
>> m(m(:,end)==1,:)
ans =
3 8 5 1
5 7 1 1
4 4 1 1