首页|'Rapid Adaptation To Contemporary Text Datasets' in Patent Application Approval Process (USPTO 20240152540)
'Rapid Adaptation To Contemporary Text Datasets' in Patent Application Approval Process (USPTO 20240152540)
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The following quote was obtained by the news editors from the background informa tion supplied by the inventors: “A machine learning model’s performance in proce ssing data according to how it is trained may degrade for various reasons. In ge neral, degradation happens when a model processes data that is different from th e training dataset. When a model is being trained, it learns the features that a re most pertinent to the training dataset. However, learned features are unique to a specified training dataset, such that small differences between the trainin g dataset and a test dataset could cause the model to perform poorly.
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