A Cautionary Tale on Using Covid-19 Data for Machine Learning.
Diogo Nogueira-LeiteJoão Miguel AlvesManuel Marques-CruzRicardo Cruz-CorreiaPublished in: AIME (2021)
Keyphrases
- data analysis
- machine learning
- data sets
- data processing
- database
- input data
- image data
- reinforcement learning
- data quality
- raw data
- synthetic data
- data collection
- data sources
- high quality
- training data
- probability distribution
- knowledge discovery
- complex data
- small number
- computer vision
- big data
- learning algorithm
- data distribution
- background knowledge
- explanation based learning
- noisy data
- original data
- data structure
- experimental data
- missing data
- pattern recognition
- machine learning algorithms
- high dimensional data
- knowledge acquisition
- text classification
- information extraction
- metadata