Evaluation of automated lithology classification architectures using highly-sampled wireline logs for coal exploration.
Tom HorrocksEun-Jung HoldenDaniel WedgePublished in: Comput. Geosci. (2015)
Keyphrases
- automated classification
- classification accuracy
- pattern recognition
- text classification
- automatic classification
- classification scheme
- benchmark datasets
- feature vectors
- support vector
- pattern classification
- feature extraction
- decision trees
- svm classifier
- cross validation
- preprocessing
- support vector machine
- image classification
- classification systems
- website
- fully automated
- supervised classification
- feature space
- evaluation metrics
- evaluation criteria
- machine learning
- classification process
- automated analysis
- automatically classify
- data sets
- evaluation method
- classification rules
- classification algorithm
- class labels
- support vector machine svm
- model selection
- training set