Interpretability and Reproducability in Production Machine Learning Applications.
Sindhu GhantaSriram SubramanianSwaminathan SundararamanLior KhermoshVinay SridharDulcardo ArteagaQianmei LuoDhananjoy DasNisha TalagalaPublished in: ICMLA (2018)
Keyphrases
- machine learning
- machine learning algorithms
- learning algorithm
- production scheduling
- computer vision
- prediction accuracy
- pattern recognition
- information extraction
- active learning
- production system
- machine learning methods
- computational biology
- machine learning approaches
- explanation based learning
- support vector machine
- decision trees
- feature selection
- statistical methods
- inductive learning
- computational intelligence
- production planning
- production process
- rule base
- learning tasks
- real time
- supervised learning
- case study
- information systems
- data mining