Questions tagged [loocv]

For questions related to leave-one-out cross-validation, where you use 1 observation (from the dataset of N observations) for validation/testing and the remaining N - 1 samples for training the model; you can then repeat this N times, so that each sample is used for testing once; then you can also average the results.

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What is the best measure for detecting overfitting?

I wanted to ask about the methodology of testing the ML models against overfitting. Please note that I don't mean any overfitting reducing methods like regularisation, just a measure to judge whether ...
GKozinski's user avatar
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3 votes
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Should I use leave-one-out cross-validation for testing?

I am currently working with a small dataset of 20x300. Since I have so few data points, I was wondering if I could use an approach similar to leave-one-out cross-validation but for testing. Here's ...
Diogo Bastos's user avatar