Software and consultancy services for the petroleum industry.
The Data Mining Capability in PETMiner allows the user to identify key relationships within databases. For example, it will allow the user to identify key quantitative relationships between fault permeability, clay content, burial depth etc.
These workflows can enable the user to make predictions on the key controls on reservoir quality, or the nature of fault seal in a reservoir, for example. Some databases already exist through Joint Industry Projects PETGAS and CARBFAULT.
The current datamining functionality includes multiple regression analysis, ZeroR, OneR, decision trees, logistical regression, support vector machines, unsupervised clustering.
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