There's no Data like More Data? Revisiting the Impact of Data Size on a Classification Task.
Ines RehbeinJosef RuppenhoferPublished in: LREC (2010)
Keyphrases
- data sets
- complex data
- database
- synthetic data
- small number
- data structure
- data analysis
- raw data
- data collection
- image data
- data points
- data quality
- high quality
- training data
- decision trees
- original data
- statistical methods
- missing data
- historical data
- data mining techniques
- pattern recognition
- data processing
- knowledge discovery
- data sources
- prior knowledge
- xml documents
- relational databases
- website