A One class Classifier based Framework using SVDD : Application to an Imbalanced Geological Dataset

Abstract

Evaluation of hydrocarbon reservoir requires classification of petrophysical properties from available dataset. However, characterization of reservoir attributes is difficult due to the nonlinear and heterogeneous nature of the subsurface physical properties. In this context, present study proposes a generalized one class classification framework based on… (More)

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