Prediction of rock mechanical properties from geochemical signatures using machine learning algorithm

Engineering

• Machine Learning Algorithm 100%
• Mechanical Property 100%
• Support Vector Machine 50%
• Feature Extraction 12%
• Shale Formation 12%
• Testing Dataset 12%
• Including Mean 12%
• Good Prediction 12%
• Data Point 12%
• Machine Learning Technique 12%
• Mean Absolute Error 12%
• Crosscorrelation 12%
• Actual Measurement 12%
• Prediction Accuracy 12%

Earth and Planetary Sciences

• Machine Learning 100%
• Chemical Element 100%
• Support Vector Machine 100%
• Lithofacies 25%
• Cross Correlation 25%

Chemical Engineering

• Mechanical Property 100%
• Machine Learning Algorithm 100%
• Chemical Element 50%
• Support Vector Machine 50%
• Learning System 12%
• Feature Extraction 12%
• Property Prediction Models 12%