Training Simulation with Nothing but Training Data - Simulating Performance based on Training Data Without the Help of Performance Diagnostics in a Laboratory.
Melanie LudwigDavid SchaeferAlexander AsterothPublished in: icSPORTS (2016)
Keyphrases
- training data
- training process
- training set
- training examples
- training patterns
- test set
- training dataset
- training samples
- supervised learning
- learning algorithm
- labelled data
- labeled training data
- labeled data for training
- classification accuracy
- decision trees
- data sets
- labeled data
- sufficient training data
- neural network
- training and test data
- training and testing data
- semi supervised learning
- small number
- annotation effort
- online learning
- training phase
- expert systems
- classification models
- naive bayes
- domain knowledge
- feature space
- simulation model
- training corpus
- test data
- feature selection
- artificial neural networks
- active learning
- unlabeled data