Słownik AI
Kompletny słownik sztucznej inteligencji
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pojęcia
pojęcia
Reconstruction error
Metric quantifying the difference between original data and their reconstruction by the autoencoder, serving as the main indicator for anomaly detection.
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Anomaly threshold
Reconstruction error limit value beyond which an observation is classified as an anomaly, determined by statistical analysis.
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Convolutional autoencoder
Autoencoder architecture using convolutional layers adapted for processing images or spatially structured data.
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Sparse autoencoder
Autoencoder incorporating a sparsity constraint to force the activation of only a few neurons in the hidden layer.
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