Classification of Provenance Triples for Scientific Reproducibility: A Comparative Evaluation of Deep Learning Models in the ProvCaRe Project.
Joshua ValdezMatthew KimMichael RueschmanSusan RedlineSatya S. SahooPublished in: IPAW (2018)
Keyphrases
- comparative evaluation
- learning models
- classification models
- machine learning
- machine learning algorithms
- learning algorithm
- pattern recognition
- feature selection
- decision trees
- learning tasks
- classification accuracy
- scoring methods
- machine learning models
- loss function
- model selection
- text classification
- training data
- feature extraction
- generative model
- semi supervised learning
- probabilistic model
- learning problems
- feature vectors
- support vector
- k nearest neighbor
- support vector machine svm
- feature space