Rediscovering Semi-Supervised Learning
Dataiku
OCTOBER 30, 2020
Many new machine learning projects start with a minimal amount of sampled data, if any. Even worse, they tend to fail to take advantage of the “hidden gem” that is unlabeled data by focusing on the obvious, labeled data. A potential solution is semi-supervised learning (SSL), which uses both labeled and unlabeled samples to perform prediction.
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