Is Support Vector Regression method suitable for predicting rate of penetration?

Keyphrases

• Penetration Rate 100%
• Least Squares Support Vector Regression (LSSVR) 100%
• Youngs Method 80%
• Penetration Prediction 40%
• Prediction Accuracy 20%
• Low Quality Data 20%
• Machine Learning Techniques 20%
• Regression Analysis 20%
• Multiple Linear Regression 20%
• Cost Rate 20%
• Drill Bit 20%
• Drilling Cost 20%
• Functional Relationship 20%
• Drilling Operation 20%
• Shale 20%
• Predictive Methods 20%
• Lithology 20%
• Data Selection 20%
• Insufficient Input Data 20%
• Drilling Parameters 20%
• Regression Techniques 20%
• Exploitation Costs 20%

Engineering

• Rate of Penetration 100%
• Support Vector Machine 100%
• Bourgoyne 80%
• Input Data 20%
• Machine Learning Method 20%
• Drilling Cost 20%
• Drilling Operation 20%
• Drilling Parameter 20%
• Parameter Model 20%
• Cost Rate 20%
• Functional Relationship 20%
• Major Part 20%
• Data Point 20%
• Regression Technique 20%
• Penetration Rate 20%
• Drill Bit 20%