Using J-K fold Cross Validation to Reduce Variance When Tuning NLP Models.
Henry B. MossDavid S. LesliePaul RaysonPublished in: CoRR (2018)
Keyphrases
- natural language processing
- statistical models
- database systems
- experimental data
- machine learning
- information extraction
- probabilistic model
- accurate models
- mathematical models
- statistical model
- complex systems
- parameter estimation
- database
- prior knowledge
- multi agent systems
- multi agent
- social networks
- search engine
- data mining