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Title:
Practical data mining
Author:
Hancock, Monte.
ISBN:
9781439868379
Publication Information:
Boca Raton, Fla. : CRC Press, c2012.
Physical Description:
xxiii, 277 p. : ill.
Contents:
What is data mining and what can it do? -- The data mining process -- Problem definition (step 1) -- Data evaluation (step 2) -- Feature extraction and enhancement (step 3) -- Prototyping plan and model development (step 4) -- Model evaluation (step 5) -- Implementation (step 6) -- Supervised learning genre section 1 : detecting and characterizing known patterns -- Forensic analysis genre section 2 : detecting, characterizing, and exploiting hidden patterns -- Genre section 3 : knowledge : its acquisition, representation, and use.
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