... Flow Data (SMFD). The selected dataset size is 2,254 points with 9 input variables describing the fluid flow and pipe, and the output is the flow regime type. The study compares the performance of five algorithms: decision tree, random forest, logistic regression, support vector machine, and neural...

... exhibits a specific Chan plot signature, to flag it for a review within a broader petroleum engineering decision framework. machine learning Artificial Intelligence Upstream Oil & Gas decision boundary accuracy logistic regression naive bayes classification problem SVM algorithm random...