Data Mining: Practical Machine Learning Tools and Techniques, 3/E
Ian H. Witten, Eibe Frank, Mark A. Hall

Informasi Umum

Kode

14.01.296

Klasifikasi

006.312 - Data mining

Jenis

Buku - Circulation (Dapat Dipinjam)

Subjek

Data Mining

No. Rak

4

Dilihat

12 kali

Informasi Lainnya

Abstraksi

Data Mining: Practical Machine Learning Tools and Techniques offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. This highly anticipated third edition of the most acclaimed work on data mining and machine learning will teach you everything you need to know about preparing inputs, interpreting outputs, evaluating results, and the algorithmic methods at the heart of successful data mining.

Thorough updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including new material on Data Transformations, Ensemble Learning, Massive Data Sets, Multi-instance Learning, plus a new version of the popular Weka machine learning software developed by the authors. Witten, Frank, and Hall include both tried-and-true techniques of today as well as methods at the leading edge of contemporary research.

*Provides a thorough grounding in machine learning concepts as well as practical advice on applying the tools and techniques to your data mining projects *Offers concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods *Includes downloadable Weka software toolkit, a collection of machine learning algorithms for data mining tasks-in an updated, interactive interface. Algorithms in toolkit cover: data pre-processing, classification, regression, clustering, association rules, visualization

• CSH6E3 - STATISTICAL BIG DATA MINING
• CSH6F3 - INTELLIGENT BIG DATA MINING
• CNH4E3 - DATA MINING
• ISH4M3 - DATA MINING
• IEH5J3 - DATA MINING
• TTI6V3 - PENGGALIAN DATA
• TKI4F3 - PEMBELAJARAN MESIN
• CII3C3 - PEMBELAJARAN MESIN
• CPI3C3 - PEMBELAJARAN MESIN
• CSI-2I3 - PEMBELAJARAN MESIN
• CSI2I3 - PEMBELAJARAN MESIN
• TEI4N3 - PEMBELAJARAN MESIN DAN APLIKASI
• CII3L3 - PEMBELAJARAN MESIN LANJUT
• TEI6G3 - PEMBELAJARAN MESIN LANJUT
• CPI3L3 - PEMBELAJARAN MESIN LANJUT
• CSI4C3 - PEMBELAJARAN MESIN OTOMATIS

Koleksi & Sirkulasi

Tersedia 2 dari total 2 Koleksi

Pengarang

Nama	Ian H. Witten, Eibe Frank, Mark A. Hall
Jenis	Perorangan
Penyunting
Penerjemah

Penerbit

Nama	Morgan Kaufmann
Kota	Burlington
Tahun	2011

Sirkulasi

Harga sewa	IDR 0,00
Denda harian	IDR 1.000,00
Jenis	Sirkulasi

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