| Record ID | marc_columbia/Columbia-extract-20221130-004.mrc:635096387:2502 |
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LEADER: 02502mam a2200361 a 4500
001 1993871
005 20220609044629.0
008 970217t19971997enka b 001 0 eng d
010 $a 97131174
020 $a0471965839 (acid-free paper)
035 $a(OCoLC)ocm36395444
035 $9AML5989CU
035 $a(NNC)1993871
035 $a1993871
040 $aUkNcU$cDLC$dOrLoB-B
042 $alccopycat
050 00 $aQA278.65$b.H355 1997
082 00 $a519.5/35$221
100 1 $aHand, D. J.$q(David J.),$d1950-$0http://id.loc.gov/authorities/names/n81091657
245 10 $aConstruction and assessment of classification rules /$cD.J. Hand.
260 $aChichester ;$aNew York :$bWiley,$c[1997], ©1997.
300 $axii, 214 pages :$billustrations ;$c24 cm.
336 $atext$btxt$2rdacontent
337 $aunmediated$bn$2rdamedia
490 1 $aWiley series in probability and statistics. Probability and statistics
504 $aIncludes bibliographical references (p. [195]-208) and index.
505 00 $gPt. I.$tBasic Ideas.$gCh. 1.$tIntroduction --$gPt. II.$tConstructing Rules.$gCh. 2.$tFisher's LDA and Other Methods Based on Covariance Matrices.$gCh. 3.$tNonlinear Methods.$gCh. 4.$tRecursive Partitioning Methods.$gCh. 5.$tNonparametric Smoothing Methods --$gPt. III.$tEvaluating Rules.$gCh. 6.$tAspects of Evaluation.$gCh. 7.$tMisclassification Rate.$gCh. 8.$tEvaluating Two-Class Rules --$gPt. IV.$tPractical Issues.$gCh. 9.$tSome Special Problems.$gCh. 10.$tSome Illustrative Applications.$gCh. 11.$tLinks and Comparisons between Methods.
520 $aConstruction and Assessment of Classification Rules is an accessible book presenting the central issues and placing particular emphasis on comparison, performance assessment and how to match method to application. Some unusual allocation problems are outlined and a detailed discussion of performance assessment is included. The methods used for different application domains, such as parametric method, smoothing methods and recursive partitioning are described.
520 8 $aThe author reviews different approaches and guides researchers and users to suitable classes of techniques.
650 0 $aDiscriminant analysis.$0http://id.loc.gov/authorities/subjects/sh85038374
650 0 $aClassification.$0http://id.loc.gov/authorities/subjects/sh85026719
830 0 $aWiley series in probability and statistics.$pProbability and statistics.$0http://id.loc.gov/authorities/names/n95095958
852 00 $bmat$hQA278.65$i.H355 1997