Prediction of rockhead using a hybrid N-XGBoost machine learning framework

Keyphrases

• Basic Learners 28%
• Boosted Regression Trees 28%
• Borehole Drilling 28%
• Engineering Geological Characteristics 28%
• Extreme Gradient Boosting(XGBoost) 28%
• Gradient Boosting Algorithm 28%
• Great Uncertainty 28%
• Light Gradient Boosting Machine 28%
• Mega Data 28%
• Natural Gradient Boosting 28%
• Position-based 28%
• Predictive Evaluation 28%
• Probabilistic Machine Learning 28%
• Rock Engineering 28%
• Subjective Judgments 28%
• Tunneling Excavation 28%
• Underground Excavation 28%
• XGBoost Algorithm 28%
• XGBoost Model 85%

Engineering

• Borehole 100%
• Light Gradient Boosting Machine 33%