Discovering knowledge in data An introduction to data mining
11 chapters: Introduction to data mining; data preprocessing; exploratory data analysis; statistical approaches to estimation and prediction; k- nearest neighbor algorithm; decision trees; neural networks; hierarchical and k-means clustering; kohonen networks; association rules; model evaluation tec...
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| Materyal Türü: | Kitap |
| Dil: | Undetermined |
| Baskı/Yayın Bilgisi: |
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Wiley interscience
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| Online Erişim: | http://lrc.tdmu.edu.vn/opac/search/detail.asp?aID=2&ID=27936 |
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| Thư viện lưu trữ: | Trung tâm Học liệu Trường Đại học Thủ Dầu Một |
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| Özet: | 11 chapters: Introduction to data mining; data preprocessing; exploratory data analysis; statistical approaches to estimation and prediction; k- nearest neighbor algorithm; decision trees; neural networks; hierarchical and k-means clustering; kohonen networks; association rules; model evaluation techniques; ; TI121; TI153 |
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| Fiziksel Özellikler: | 239 pp |