Overview and Importance of Data Quality for Machine Learning Tasks.
Abhinav JainHima PatelLokesh NagalapattiNitin GuptaSameep MehtaShanmukha C. GuttulaShashank MujumdarShazia AfzalRuhi Sharma MittalVitobha MunigalaPublished in: KDD (2020)
Keyphrases
- learning tasks
- data quality
- machine learning
- learning problems
- supervised learning
- multi task
- transfer learning
- learning experience
- learning algorithm
- data warehouse
- data cleansing
- multi label
- machine learning algorithms
- kernel methods
- learning models
- multi task learning
- information extraction
- data sets
- active learning
- learning process
- higher order
- pairwise
- reinforcement learning
- information retrieval
- databases