Textbook introduction to data mining
➤ Gửi thông báo lỗi ⚠️ Báo cáo tài liệu vi phạmNội dung chi tiết: Textbook introduction to data mining
Textbook introduction to data mining
ú ' *PANG-NING TANMichigan State UniversityMICHAEL STEINBACHUniversity of MinnesotaVIPIN KUMARUniversity of Minnesota and Army High Performance Comput Textbook introduction to data miningting Research CenterPEARSONAddisonWfeslcyBoston San Francisco New YorkLondon Toronto Sydney Tokyo Singapore Madrid Mexico City Munich Paris Cape Town Hong Kong MonacalContentsPrefacevii1Introduction11.1What Is Data Milling?...................................... 21.2Motivating Challenges............. Textbook introduction to data mining......................... 41.3The Origins of Data Mining................................. 61.4Data Mining Tasks.......................................Textbook introduction to data mining
... 71.5Scope and Organization ofthe Book........................ 111.6Bibliographic Notes....................................... 131.7Exercises .....ú ' *PANG-NING TANMichigan State UniversityMICHAEL STEINBACHUniversity of MinnesotaVIPIN KUMARUniversity of Minnesota and Army High Performance Comput Textbook introduction to data mining....................... 232.1.2Types of Dat a Sets................................ 292.2Data Quality.............................................. 362.2.1Measurement and Data CollectionIssues............. 372.2.2Issues Related to Applications .................... 432.3Dat a Preprocessing............ Textbook introduction to data mining........................... 442.3.1Aggregation........................................ 452.3.2Sampling........................................... 472.Textbook introduction to data mining
3.3Dimensionality Reduction........................... 502.3.4Feature Subset. Selection.......................... 522.3.5Feature Creation.............ú ' *PANG-NING TANMichigan State UniversityMICHAEL STEINBACHUniversity of MinnesotaVIPIN KUMARUniversity of Minnesota and Army High Performance Computú ' *PANG-NING TANMichigan State UniversityMICHAEL STEINBACHUniversity of MinnesotaVIPIN KUMARUniversity of Minnesota and Army High Performance ComputGọi ngay
Chat zalo
Facebook