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Keywords: classifier
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Proceedings Papers

Paper presented at the SPE Asia Pacific Oil & Gas Conference and Exhibition, November 17–19, 2020
Paper Number: SPE-202297-MS
... of the real time interpretation of subsurface drilling lithologies to have a better control over desired well path and economics, which is very limited through available conventional methods. This paper aims to provide a classifier that can deliver a justified chance of success in lithology estimation based...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference and Exhibition, October 23–25, 2018
Paper Number: SPE-192006-MS
... Input: training dataset includes N data, weak learning algorithm and corresponding weak classifier, and the number of iterations is M. (1) the weight distribution of the initialization training data (1) W 0 = ( W 01 , W 02 , … , W 0 N ) (2) for k...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference and Exhibition, October 18–20, 2010
Paper Number: SPE-133929-MS
... In our studies, we explore plots of WOR against the oil recovery factor and use WOR feature subsets to extract predictive data points from these plots to be used in the classifier along with other reservoir parameters. Feature extraction helps in removing irrelevant and redundant information...

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