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Keywords: validation
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Proceedings Papers
Event Recognition on Time Series Frac Data using Machine Learning – Part II
Available to PurchasePublisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE Liquids-Rich Basins Conference - North America, November 7–8, 2019
Paper Number: SPE-197093-MS
..., Haynesville, Bossier, Caney, and Marcellus formations, for a total of over 7 million rows of data per channel. Eighty percent of the data is used to train the model, seven percent is used for validation, and the remaining thirteen percent forms the test set used for the final evaluation. To allow...
