I have a list of non-rated items and I want them to be splitted into 5 folds. Currently, I have done as I just try to evenly split into chunks and the last one is so called "extended" chunk and this causes problems for me.
When I have nonRatedItems = {1,2,3,4,5,6,7,8}, then the chunks are:
1
2
3
4
5 6 7 8
I want to avoid this so that the output is:
1 6
2 7
3 8
4
5
Current source:
Collections.shuffle(nonRatedItems);
nonRatedItems = nonRatedItems.subList(0, (int) Math.ceil(nonRatedItems.size() * 0.2));
int tfoldSize = nonRatedItems.size() / 5;
List<List<Integer>> negativeTestFolds = new ArrayList<List<Integer>>();
if (tfoldSize < 1) {
nonRatedItems.stream().map(Lists::newArrayList).collect(Collectors.toCollection(() -> negativeTestFolds));
} else {
for (int i = 0; i < 5; i++) {
int endIndex = i < 4 ? (i + 1) * tfoldSize : nonRatedItems.size();
negativeTestFolds.add(nonRatedItems.subList(i * tfoldSize, endIndex));
}
}
Any suggestion/help is appreciated
Is it always 5 folds? Why not round-robin the list? something like
List<Integer>[] folds = new List<Integer>[5];
for(int i = 0; i < 5; i++)
{
folds[i] = new LinkedList<Integer>();
}
for (int i = 0; i < nonRatedItems.size(); i++)
{
folds[i % 5].add(nonRatedItems.get(i));
}
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