Books > Computing & IT > Applications of computing > Databases > Data capture & analysis
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Data Mining With Decision Trees: Theory And Applications (Hardcover)
Loot Price: R3,555
Discovery Miles 35 550
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Data Mining With Decision Trees: Theory And Applications (Hardcover)
Series: Series In Machine Perception And Artificial Intelligence, 69
Expected to ship within 10 - 15 working days
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This is the first comprehensive book dedicated entirely to the
field of decision trees in data mining and covers all aspects of
this important technique.Decision trees have become one of the most
powerful and popular approaches in knowledge discovery and data
mining, the science and technology of exploring large and complex
bodies of data in order to discover useful patterns. The area is of
great importance because it enables modeling and knowledge
extraction from the abundance of data available. Both theoreticians
and practitioners are continually seeking techniques to make the
process more efficient, cost-effective and accurate. Decision
trees, originally implemented in decision theory and statistics,
are highly effective tools in other areas such as data mining, text
mining, information extraction, machine learning, and pattern
recognition. This book invites readers to explore the many benefits
in data mining that decision trees offer:
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