Impact on Inference Model Performance for ML Tasks Using Real-Life Training Data and Synthetic Training Data from GANs.
Ulrike FaltingsTobias BettingerSwen BarthMichael SchäferPublished in: Inf. (2022)
Keyphrases
- training data
- real life
- test data
- learning algorithm
- mathematical model
- classification models
- statistical model
- decision trees
- formal model
- prior knowledge
- computational model
- theoretical framework
- probabilistic model
- data sets
- bayesian model
- transfer learning
- learned models
- supervised learning
- training samples
- semi supervised learning
- input data
- probability distribution
- classification accuracy
- cost function
- training set
- bayesian networks
- knowledge base
- neural network