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RELIABILITY ASSESSMENT DEVICE AND RELIABILITY ASSESSMENT METHOD
RELIABILITY ASSESSMENT DEVICE AND RELIABILITY ASSESSMENT METHOD
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机译：可靠性评估装置和可靠性评估方法
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摘要
A reliability evaluation device includes: a training data storing unit (102) for storing training data constituted by a set of data and a label, the label being information relating to the data and assigned to identify an object to be identified; a learning unit (103) for performing a dropout process on a neural network model to be learned by applying a preset dropout parameter, repeating learning for classifying the label by using the training data, and performing iterative learning until the learning converges; a model reconstructing unit (105) for reconstructing a learned model in accordance with the dropout parameter and generating a plurality of different reconstructed models, the learned model being a neural network model for which the iterative learning has converged; an identification unit (107) for identifying the training data by using the generated reconstructed models, and estimating a label for each of the reconstructed models; and a classification determining unit (109) for evaluating a label of the training data on the basis of the estimated labels, and classifying the label of the training data.
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