NGAME: Negative Mining-aware Mini-batching for Extreme Classification.
Kunal DahiyaNilesh GuptaDeepak SainiAkshay SoniYajun WangKushal DaveJian JiaoGururaj KPrasenjit DeyAmit SinghDeepesh HadaVidit JainBhawna PaliwalAnshul MittalSonu MehtaRamachandran RamjeeSumeet AgarwalPurushottam KarManik VarmaPublished in: WSDM (2023)
Keyphrases
- image classification
- pattern recognition
- document classification
- classification accuracy
- feature extraction
- feature vectors
- supervised learning
- classification systems
- classification method
- positive and negative
- support vector machine svm
- support vector machine
- support vector
- decision trees
- classification process
- machine learning
- association rule mining
- classification rate
- classification scheme
- automatic classification
- pattern classification
- classification rule mining
- classification algorithm
- decision rules
- svm classifier
- text mining
- feature selection
- data mining
- data sets
- single machine
- mining algorithm
- classification models
- benchmark datasets
- itemsets
- text classification
- semi supervised
- data mining and machine learning
- web document classification