Impact of data-splits on generalization: Identifying COVID-19 from cough and context.
Makkunda SharmaNikhil ShenoyJigar DoshiPiyush BagadAman DalmiaParag BhamareAmrita MahaleSaurabh RaneNeeraj AgrawalRahul PanickerPublished in: CoRR (2021)
Keyphrases
- data sets
- real time
- original data
- raw data
- synthetic data
- statistical analysis
- data collection
- small number
- image data
- database
- data analysis
- data sources
- training data
- experimental data
- application domains
- knowledge discovery
- prior knowledge
- data mining techniques
- test data
- data distribution
- high dimensional data
- missing data
- big data
- multimedia
- statistical methods
- sensor data
- contextual information
- high quality
- computer systems
- xml documents
- data points
- probability distribution