000			01198nam a2200205 4500
005			20250405122347.0
008			230926b2020 |||||||| |||| 00| 0 eng d
020			_a9780367659141
020			_a9781032530741
082			_a005.741 AGG-C
100			_aedited by Aggarwal, Charu C.
245			_aData classification : _balgorithms and applications / _cedited by Charu C. Aggarwal
260			_aBoca Raton _bCRC Press _c2020
300			_a671p.
500			_aThis book homes in on three primary aspects of data classification: the core methods for data classification, including probabilistic type, decision trees, rule-based methods, and SVM methods; different problem domains and scenarios such as multimedia data, text data, biological data, categorical data, network data, data streams and uncertain data: and different variations of the classification problem such as ensemble methods, visual methods, transfer learning, semi-supervised methods and active learning. These advanced methods can enhance the quality of the underlying classification results.
650			_aAlgorithms
650			_aCategories (Mathematics)
650			_aFile organization (Computer science)
942			_2ddc
999			_c90931 _d90931