MACHINE LEARNING MODELS FOR PREDICTING MISSING VALUES FROM DATA SETS
Dossier Overview
Applicant
Toyota Motor Engineering & Manufacturing North America, Inc.
Inventor
Jaydeep THIK; Chen LING
IPC Classification
CPC Classification
A computing system may include a processor and a memory having a set of instructions, which when executed by the processor, cause the computing system to execute actions. The actions include identifying an estimate of a distribution of missing block patterns, generating a noisy dataset by removing first data from an original dataset based on the estimate and training a denoising autoencoders (DAE) based on the noisy dataset.
Original (Chinese)
A computing system may include a processor and a memory having a set of instructions, which when executed by the processor, cause the computing system to execute actions. The actions include identifying an estimate of a distribution of missing block patterns, generating a noisy dataset by removing first data from an original dataset based on the estimate and training a denoising autoencoders (DAE) based on the noisy dataset.
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