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Practical Considerations for Accuracy Evaluation in Sensor-Based Machine Learning and Deep Learning

Accuracy evaluation in machine learning is based on the split of data into a training set and a test set. This critical step is applied to develop machine learning models including models based on sensor data. For sensor-based problems, comparing the accuracy of machine learning models using the tra...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Hammad, Issam, El-Sankary, Kamal
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6719906/
https://ncbi.nlm.nih.gov/pubmed/31404972
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19163491
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