Classification of earthquakes, explosions and mining-induced earthquakes based on XGBoost algorithm.
Tingting WangYinju BianYixiao ZhangXiaolin HouPublished in: Comput. Geosci. (2023)
Keyphrases
- preprocessing
- classification algorithm
- cost function
- learning algorithm
- classification rule mining
- worst case
- support vector machine svm
- computational complexity
- segmentation algorithm
- np hard
- significant improvement
- k means
- simulated annealing
- detection algorithm
- benchmark data sets
- accuracy rate
- dynamic programming
- matching algorithm
- classification scheme
- single pass
- computational cost
- machine learning
- support vector
- objective function
- classification accuracy
- extracted features
- feature extraction
- similarity measure
- optimal solution
- pattern recognition
- optimization algorithm
- training set
- roc curve
- search space
- decision trees
- classification rate
- feature selection
- neural network
- emergency response
- data mining