Impact of Data Pruning on Machine Learning Algorithm Performance.
Arun Thundyill SaseendranLovish SetiaViren ChhabriaDebrup ChakrabortyAneek Barman RoyPublished in: CoRR (2019)
Keyphrases
- data sets
- data distribution
- training data
- high quality
- data sources
- knowledge discovery
- learning algorithm
- raw data
- statistical analysis
- data collection
- data processing
- neural network
- data quality
- synthetic data
- input data
- data points
- probability distribution
- end users
- active learning
- prior knowledge
- data analysis
- data structure
- data warehouse
- unlabeled data
- high dimensional data
- decision trees
- website
- data mining
- complex data
- historical data