Register now to access 7 million high quality study materials (What's Course Hero?) Course Hero is the premier provider of high quality online educational resources. With millions of study documents, online tutors, digital flashcards and free courseware, Course Hero is helping students learn more efficiently and effectively. Whether you're interested in exploring new subjects or mastering key topics for your next exam, Course Hero has the tools you need to achieve your goals.
15 Pages
toc
Course: CS 6505, Fall 2009School: Brookdale
Rating:
Word Count: 11025
Document Preview
%%Creator: %!PS-Adobe-2.0 dvips 5.51 Copyright 1986, 1993 Radical Eye Software %%Title: /Users/nilsson/MLBook/mlbook.dvi %%CreationDate: Thu Sep 26 08:58:09 1996 %%Pages: 7 %%PageOrder: Ascend %%BoundingBox: 0 0 612 792 %%EndComments %DVIPSCommandLine: dvips -p 1 -l 7 -D 300 -r0 -Z0 -o /Users/nilsson/MLBook/toc.ps / Users/nilsson/MLBook/mlbook.dvi %DVIPSSource: TeX output 1996.09.26:0852 %%BeginProcSet: tex.pro...
Unformatted Document Excerpt
Coursehero >> New Jersey >> Brookdale >> CS 6505Course Hero has millions of student submitted documents similar to the one
below including study guides, practice problems, reference materials, practice exams, textbook help and tutor support.
Course Hero has millions of student submitted documents similar to the one
below including study guides, practice problems, reference materials, practice exams, textbook help and tutor support.
%%Creator: %!PS-Adobe-2.0 dvips 5.51 Copyright 1986, 1993 Radical Eye Software %%Title: /Users/nilsson/MLBook/mlbook.dvi %%CreationDate: Thu Sep 26 08:58:09 1996 %%Pages: 7 %%PageOrder: Ascend %%BoundingBox: 0 0 612 792 %%EndComments %DVIPSCommandLine: dvips -p 1 -l 7 -D 300 -r0 -Z0 -o /Users/nilsson/MLBook/toc.ps / Users/nilsson/MLBook/mlbook.dvi %DVIPSSource: TeX output 1996.09.26:0852 %%BeginProcSet: tex.pro /TeXDict 250 dict def TeXDict begin /N{def}def /B{bind def}N /S{exch}N /X{S N} B /TR{translate}N /isls false N /vsize 11 72 mul N /@rigin{isls{[0 -1 1 0 0 0] concat}if 72 Resolution div 72 VResolution div neg scale isls{Resolution hsize -72 div mul 0 TR}if Resolution VResolution vsize -72 div 1 add mul TR matrix currentmatrix dup dup 4 get round 4 exch put dup dup 5 get round 5 exch put setmatrix}N /@landscape{/isls true N}B /@manualfeed{statusdict /manualfeed true put}B /@copies{/#copies X}B /FMat[1 0 0 -1 0 0]N /FBB[0 0 0 0]N /nn 0 N /IE 0 N /ctr 0 N /df-tail{/nn 8 dict N nn begin /FontType 3 N /FontMatrix fntrx N /FontBBox FBB N string /base X array /BitMaps X /BuildChar{ CharBuilder}N /Encoding IE N end dup{/foo setfont}2 array copy cvx N load 0 nn put /ctr 0 N[}B /df{/sf 1 N /fntrx FMat N df-tail}B /dfs{div /sf X /fntrx[sf 0 0 sf neg 0 0]N df-tail}B /E{pop nn dup definefont setfont}B /ch-width{ch-data dup length 5 sub get}B /ch-height{ch-data dup length 4 sub get}B /ch-xoff{128 ch-data dup length 3 sub get sub}B /ch-yoff{ch-data dup length 2 sub get 127 sub}B /ch-dx{ch-data dup length 1 sub get}B /ch-image{ch-data dup type /stringtype ne{ctr get /ctr ctr 1 add N}if}B /id 0 N /rw 0 N /rc 0 N /gp 0 N /cp 0 N /G 0 N /sf 0 N /CharBuilder{save 3 1 roll S dup /base get 2 index get S /BitMaps get S get /ch-data X pop /ctr 0 N ch-dx 0 ch-xoff ch-yoff ch-height sub ch-xoff ch-width add ch-yoff setcachedevice ch-width ch-height true[1 0 0 -1 -.1 ch-xoff sub ch-yoff .1 add]{ch-image}imagemask restore}B /D{/cc X dup type /stringtype ne{]}if nn /base get cc ctr put nn /BitMaps get S ctr S sf 1 ne{dup dup length 1 sub dup 2 index S get sf div put}if put /ctr ctr 1 add N} B /I{cc 1 add D}B /bop{userdict /bop-hook known{bop-hook}if /SI save N @rigin 0 0 moveto /V matrix currentmatrix dup 1 get dup mul exch 0 get dup mul add .99 lt{/QV}{/RV}ifelse load def pop pop}N /eop{SI restore showpage userdict /eop-hook known{eop-hook}if}N /@start{userdict /start-hook known{start-hook} if pop /VResolution X /Resolution X 1000 div /DVImag X /IE 256 array N 0 1 255 {IE S 1 string dup 0 3 index put cvn put}for 65781.76 div /vsize X 65781.76 div /hsize X}N /p{show}N /RMat[1 0 0 -1 0 0]N /BDot 260 string N /rulex 0 N /ruley 0 N /v{/ruley X /rulex X V}B /V{}B /RV statusdict begin /product where{ pop product dup length 7 ge{0 7 getinterval dup(Display)eq exch 0 4 getinterval(NeXT)eq or}{pop false}ifelse}{false}ifelse end{{gsave TR -.1 -.1 TR 1 1 scale rulex ruley false RMat{BDot}imagemask grestore}}{{gsave TR -.1 -.1 TR rulex ruley scale 1 1 false RMat{BDot}imagemask grestore}}ifelse B /QV{ gsave transform round exch round exch itransform moveto rulex 0 rlineto 0 ruley neg rlineto rulex neg 0 rlineto fill grestore}B /a{moveto}B /delta 0 N /tail{dup /delta X 0 rmoveto}B /M{S p delta add tail}B /b{S p tail}B /c{-4 M} B /d{-3 M}B /e{-2 M}B /f{-1 M}B /g{0 M}B /h{1 M}B /i{2 M}B /j{3 M}B /k{4 M}B /w{0 rmoveto}B /l{p -4 w}B /m{p -3 w}B /n{p -2 w}B /o{p -1 w}B /q{p 1 w}B /r{ p 2 w}B /s{p 3 w}B /t{p 4 w}B /x{0 S rmoveto}B /y{3 2 roll p a}B /bos{/SS save N}B /eos{SS restore}B end %%EndProcSet TeXDict begin 40258431 52099146 1000 300 300 (/Users/nilsson/MLBook/mlbook.dvi) @start /Fa 18 122 df<40E04003037D8209>46 D<1F1030F06030C030C010C010E00070007F003FC00FE000F000380018801880188018C030F060 8FC00D147E9312>83 D<7F00E1C0E0404060006007E038606060C060C064C06461E43E380E0D7E 8C11>97 D<00780018001800180018001800180F98187820386018C018C018C018C018C0186018
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b 11 119 df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c 1 106 df<06070600000000384C4C8C98181830323264643808147F930C>105 D E /Fd 2 82 df<60F0F06004047C830C>58 D<0003F800000E0E000038038000E001C001C001 C0038000E0070000E00F0000F01E0000F01C0000F03C0000F03C0000F0780000F0780000F07800 00F0F00001E0F00001E0F00001E0F00003C0F00003C0F0000380F0000780F0000F00703C0E0070 421C0038823800388270001C83C0000787810001FF0100000303000003020000038E000003FC00 0003F8000001F8000001E0001C257E9C21>81 D E /Fe 11 117 df<000000003FFE00000E0000 000FFFFFC0001E0000007FFFFFF8003E000003FFFFFFFE00FE00000FFFFFFFFF81FE00003FFFF8 00FFC3FE0000FFFF80000FF7FE0001FFFC000003FFFE0007FFF0000001FFFE000FFFC00000007F FE001FFF800000003FFE003FFF000000001FFE007FFE000000000FFE00FFFC0000000007FE01FF F80000000007FE03FFF00000000003FE03FFF00000000001FE07FFE00000000001FE07FFE00000 000000FE0FFFC00000000000FE0FFFC000000000007E1FFFC000000000007E1FFF800000000000 7E3FFF8000000000007E3FFF8000000000003E3FFF8000000000003E7FFF8000000000003E7FFF 0000000000003E7FFF000000000000007FFF00000000000000FFFF00000000000000FFFF000000 00000000FFFF00000000000000FFFF00000000000000FFFF00000000000000FFFF000000000000 00FFFF00000000000000FFFF00000000000000FFFF00000000000000FFFF00000000000000FFFF 00000000000000FFFF00000000000000FFFF000000000000007FFF000000000000007FFF000000 000000007FFF000000000000007FFF8000000000003E3FFF8000000000003E3FFF800000000000 3E3FFF8000000000003E1FFF8000000000003E1FFFC000000000003E0FFFC000000000007C0FFF C000000000007C07FFE000000000007C07FFE00000000000F803FFF00000000000F803FFF00000 000001F801FFF80000000001F000FFFC0000000003E0007FFE0000000007E0003FFF000000000F C0001FFF800000001F80000FFFC00000003F000007FFF0000000FE000001FFFC000001FC000000 FFFF80000FF80000003FFFF8007FF00000000FFFFFFFFFC000000003FFFFFFFF00000000007FFF FFFC00000000000FFFFFE00000000000003FFE000000474979C756>67 D<FFFFFFFFFFFF800000 FFFFFFFFFFFFF80000FFFFFFFFFFFFFF0000FFFFFFFFFFFFFFC000FFFFFFFFFFFFFFF000001FFF 80000FFFFC00001FFF800001FFFE00001FFF8000007FFF00001FFF8000003FFF80001FFF800000 1FFFC0001FFF8000000FFFC0001FFF8000000FFFE0001FFF8000000FFFE0001FFF80000007FFF0 001FFF80000007FFF0001FFF80000007FFF0001FFF80000007FFF8001FFF80000007FFF8001FFF 80000007FFF8001FFF80000007FFF8001FFF80000007FFF8001FFF80000007FFF8001FFF800000
07FFF8001FFF80000007FFF8001FFF80000007FFF0001FFF80000007FFF0001FFF80000007FFF0 001FFF8000000FFFE0001FFF8000000FFFE0001FFF8000000FFFC0001FFF8000001FFF80001FFF 8000003FFF80001FFF8000007FFF00001FFF800001FFFC00001FFF80000FFFF800001FFFFFFFFF FFF000001FFFFFFFFFFFC000001FFFFFFFFFFE0000001FFFFFFFFFF00000001FFFC00000000000 001FFFC00000000000001FFFC00000000000001FFFC00000000000001FFFC00000000000001FFF C00000000000001FFFC00000000000001FFFC00000000000001FFFC00000000000001FFFC00000 000000001FFFC00000000000001FFFC00000000000001FFFC00000000000001FFFC00000000000 001FFFC00000000000001FFFC00000000000001FFFC00000000000001FFFC00000000000001FFF C00000000000001FFFC00000000000001FFFC00000000000001FFFC00000000000001FFFC00000 000000001FFFC00000000000001FFFC00000000000001FFFC00000000000001FFFC00000000000 FFFFFFFFF800000000FFFFFFFFF800000000FFFFFFFFF800000000FFFFFFFFF800000000FFFFFF FFF80000000045477CC651>80 D<0007FFFC000000007FFFFFC0000001FFFFFFF8000003FFFFFF FE000007FE001FFF000007FF0003FFC0000FFF8001FFE0000FFF8000FFF0000FFF80007FF0000F FF80007FF8000FFF80007FF80007FF00003FFC0007FF00003FFC0003FE00003FFC0000F800003F FC00000000003FFC00000000003FFC00000000003FFC00000000003FFC00000007FFFFFC000000 FFFFFFFC000007FFFFFFFC00003FFFE03FFC0000FFFE003FFC0003FFF0003FFC0007FFC0003FFC 000FFF00003FFC001FFE00003FFC003FFC00003FFC007FF800003FFC007FF800003FFC00FFF000 003FFC00FFF000003FFC00FFF000003FFC00FFF000003FFC00FFF000003FFC00FFF000007FFC00 7FF80000FFFC007FF80001EFFC003FFC0003EFFC003FFF0007CFFF000FFFC03F8FFFF807FFFFFF 07FFFC01FFFFFC03FFFC007FFFF001FFFC0003FF80007FF8362E7DAD3A>97 D<00001FFFC0000000FFFFF8000007FFFFFE00001FFFFFFF80007FFC00FFC000FFE001FFC001FF C003FFE003FF8003FFE007FF0003FFE00FFE0003FFE00FFE0003FFE01FFC0001FFC03FFC0001FF C03FFC0000FF803FFC00003E007FF8000000007FF8000000007FF800000000FFF800000000FFF8 00000000FFF800000000FFF800000000FFF800000000FFF800000000FFF800000000FFF8000000 00FFF800000000FFF8000000007FF8000000007FF8000000007FFC000000003FFC000000003FFC 000000003FFC000000F81FFE000000F80FFE000000F80FFF000001F007FF800003F003FFC00007 E001FFE0000FC000FFF0001F80007FFE00FF00001FFFFFFE000007FFFFF8000000FFFFE0000000 1FFE00002D2E7CAD35>99 D<00001FFE00000001FFFFE0000007FFFFF800001FFFFFFE00007FFC 07FF0000FFE001FF8001FFC0007FC003FF80003FE007FF00003FF00FFE00001FF01FFE00000FF8 1FFC00000FF83FFC00000FFC3FFC000007FC7FFC000007FC7FF8000007FC7FF8000007FE7FF800 0007FEFFF8000007FEFFF8000007FEFFFFFFFFFFFEFFFFFFFFFFFEFFFFFFFFFFFEFFFFFFFFFFFC FFF800000000FFF800000000FFF800000000FFF8000000007FF8000000007FF8000000007FFC00 0000003FFC000000003FFC000000003FFC0000001C1FFE0000003E0FFE0000003E0FFF0000007E 07FF000000FC03FF800001F801FFC00003F0007FF0001FE0003FFE00FFC0001FFFFFFF800007FF FFFE000000FFFFF80000000FFF80002F2E7DAD36>101 D<000000FFC00000000FFFF80000007F FFFC000001FFFFFF000003FF81FF000007FE03FF80000FF803FF80001FF007FFC0003FF007FFC0 003FE007FFC0007FE007FFC0007FC003FF8000FFC003FF8000FFC001FF0000FFC000FE0000FFC0 00380000FFC000000000FFC000000000FFC000000000FFC000000000FFC000000000FFC0000000 00FFC000000000FFC000000000FFC000000000FFC0000000FFFFFFFE0000FFFFFFFE0000FFFFFF FE0000FFFFFFFE0000FFFFFFFE000000FFE000000000FFE000000000FFE000000000FFE0000000 00FFE000000000FFE000000000FFE000000000FFE000000000FFE000000000FFE000000000FFE0 00000000FFE000000000FFE000000000FFE000000000FFE000000000FFE000000000FFE0000000 00FFE000000000FFE000000000FFE000000000FFE000000000FFE000000000FFE000000000FFE0 00000000FFE000000000FFE000000000FFE000000000FFE000000000FFE000000000FFE0000000 00FFE000000000FFE000000000FFE000000000FFE000000000FFE000000000FFE00000007FFFFF F000007FFFFFF000007FFFFFF000007FFFFFF000007FFFFFF000002A487DC724>I<007FC001FF C00000FFFFC00FFFF80000FFFFC03FFFFE0000FFFFC0FFFFFF0000FFFFC1FC07FF8000FFFFC3E0 03FFC00003FFC7C001FFC00001FFCF0001FFE00001FFDE0000FFE00001FFDC0000FFE00001FFFC 0000FFF00001FFF80000FFF00001FFF00000FFF00001FFF00000FFF00001FFF00000FFF00001FF E00000FFF00001FFE00000FFF00001FFE00000FFF00001FFE00000FFF00001FFE00000FFF00001 FFE00000FFF00001FFE00000FFF00001FFE00000FFF00001FFE00000FFF00001FFE00000FFF000 01FFE00000FFF00001FFE00000FFF00001FFE00000FFF00001FFE00000FFF00001FFE00000FFF0 0001FFE00000FFF00001FFE00000FFF00001FFE00000FFF00001FFE00000FFF00001FFE00000FF F00001FFE00000FFF00001FFE00000FFF00001FFE00000FFF00001FFE00000FFF00001FFE00000 FFF00001FFE00000FFF000FFFFFFC07FFFFFE0FFFFFFC07FFFFFE0FFFFFFC07FFFFFE0FFFFFFC0 7FFFFFE0FFFFFFC07FFFFFE03B2E7CAD42>110 D<00000FFF0000000000FFFFF000000007FFFF FE0000001FFFFFFF8000003FFC03FFC00000FFE0007FF00001FF80001FF80003FF00000FFC0007 FE000007FE000FFE000007FF000FFC000003FF001FFC000003FF803FFC000003FFC03FF8000001 FFC03FF8000001FFC07FF8000001FFE07FF8000001FFE07FF8000001FFE0FFF8000001FFF0FFF8
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f 73 125 df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g 49 122 df<003FE3F801F03F1C03C03E3E07C07C3E0F807C3E0F807C1C0F807C000F80 7C000F807C000F807C000F807C00FFFFFFC0FFFFFFC00F807C000F807C000F807C000F807C000F 807C000F807C000F807C000F807C000F807C000F807C000F807C000F807C000F807C000F807C00 7FE1FF807FE1FF801F1D809C1C>11 D<FFF8FFF8FFF8FFF80D04808A10>45 D<03F8000F1E001C07003C07803803807803C07803C07803C0F803E0F803E0F803E0F803E0F803 E0F803E0F803E0F803E0F803E0F803E0F803E0F803E07803C07803C03803803C07801C07000F1E 0003F800131B7E9A18>48 D<00600001E0000FE000FFE000F3E00003E00003E00003E00003E000 03E00003E00003E00003E00003E00003E00003E00003E00003E00003E00003E00003E00003E000 03E00003E00003E0007FFF807FFF80111B7D9A18>I<07F8001FFE00383F80780FC0FC07C0FC07 E0FC03E0FC03E07803E00007E00007C00007C0000F80001F00001E0000380000700000E0000180 600300600600600800E01FFFC03FFFC07FFFC0FFFFC0FFFFC0131B7E9A18>I<07F8001FFE003C 1F003C0F807C07C07E07C07C07C03807C0000F80000F80001E00003C0003F800001E00000F8000 07C00007C00007E03007E07807E0FC07E0FC07E0FC07C0780F80781F001FFE0007F800131B7E9A 18>I<000180000380000780000F80001F80003F80006F8000CF80008F80018F80030F80060F80 0C0F80180F80300F80600F80C00F80FFFFF8FFFFF8000F80000F80000F80000F80000F80000F80 00FFF800FFF8151B7F9A18>I<3801803FFF003FFE003FFC003FF8003FC0003000003000003000 0030000031F800361E00380F803007800007C00007E00007E00007E07807E0F807E0F807E0F807 C0F007C0600F80381F001FFE0007F000131B7E9A18>I<007E0003FF000781800F03C01E07C03C 07C07C0380780000780000F80000F8F800FB0E00FA0780FC0380FC03C0F803E0F803E0F803E0F8 03E07803E07803E07803C03C03C03C07801E0F0007FE0003F800131B7E9A18>I<6000007FFFE0 7FFFE07FFFC07FFF807FFF80E00300C00600C00C00C0180000300000300000600000E00000E000 01E00001C00003C00003C00003C00003C00007C00007C00007C00007C00007C00007C000038000 131C7D9B18>I<03F8000FFE001E0F803807803803C07803C07C03C07E03C07F83803FC7003FFE 001FFC000FFE0007FF001DFF80387FC0781FE0700FE0F003E0F001E0F001E0F001E07801C07803 803E07801FFE0003F800131B7E9A18>I<03F8000FFE001E0F003C07807807807803C0F803C0F8 03C0F803E0F803E0F803E0F803E07807E03807E03C0BE00E1BE003E3E00003E00003C00003C038 07C07C07807C0700780F00383C001FF8000FE000131B7E9A18>I<FFFFF800FFFFFF000FC01F80 0FC00FC00FC007C00FC007E00FC007E00FC007E00FC007E00FC007E00FC007C00FC00F800FC03F 03F00FC007E00FC007E00FC01FC0FFFFFF00FFFFFC001C1C7E9B22>66 000FFFFE000FC00F800FC007C00FC003E00FC003E00FC003F00FC003F00FC003F00FC003F00FC0 D<001FE02000FFF8E003 F80FE007C003E00F8001E01F0000E03E0000E03E0000607E0000607C000060FC000000FC000000 FC000000FC000000FC000000FC000000FC000000FC0000007C0000607E0000603E0000603E0000 C01F0000C00F80018007C0030003F80E0000FFFC00001FE0001B1C7D9B22>I<FFFFF800FFFFFF 000FC01FC00FC007E00FC001F00FC001F80FC000F80FC000FC0FC0007C0FC0007C0FC0007E0FC0 007E0FC0007E0FC0007E0FC0007E0FC0007E0FC0007E0FC0007E0FC0007C0FC0007C0FC0007C0F C000F80FC000F80FC001F00FC007E00FC01FC0FFFFFF00FFFFF8001F1C7E9B25>I<FFFFFF00FF FFFF000FC01F000FC007000FC003000FC003800FC003800FC0C1800FC0C1800FC0C1800FC1C000 0FC3C0000FFFC0000FFFC0000FC3C0000FC1C0000FC0C0000FC0C0600FC0C0600FC000E00FC000 C00FC000C00FC001C00FC001C00FC003C00FC00F80FFFFFF80FFFFFF801B1C7E9B1F>I<FFFFFF 00FFFFFF000FC01F000FC007000FC003000FC003800FC003800FC001800FC0C1800FC0C1800FC0 C0000FC1C0000FC3C0000FFFC0000FFFC0000FC3C0000FC1C0000FC0C0000FC0C0000FC0C0000F C000000FC000000FC000000FC000000FC000000FC00000FFFE0000FFFE0000191C7E9B1E>I<FF FCFFFC0FC00FC00FC00FC00FC00FC00FC00FC00FC00FC00FC00FC00FC00FC00FC00FC00FC00FC0 0FC00FC00FC00FC00FC00FC0FFFCFFFC0E1C7E9B12>73 D<FFFE00FFFE000FC0000FC0000FC000 0FC0000FC0000FC0000FC0000FC0000FC0000FC0000FC0000FC0000FC0000FC0000FC0000FC003 0FC0030FC0030FC0070FC0070FC0060FC00E0FC01E0FC07EFFFFFEFFFFFE181C7E9B1D>76 D<FFE003FFFFE003FF0FF000300FF800300DFC00300CFE00300C7E00300C3F00300C1F80300C1F C0300C0FE0300C07F0300C03F0300C01F8300C01FC300C00FE300C007F300C003F300C001FB00C 001FF00C000FF00C0007F00C0003F00C0001F00C0000F00C0000F0FFC00070FFC00030201C7E9B 25>78 D<FFFFF800FFFFFE000FC03F800FC00F800FC007C00FC007E00FC007E00FC007E00FC007 E00FC007E00FC007C00FC007C00FC00F800FC03F000FFFFC000FC000000FC000000FC000000FC0
00000FC000000FC000000FC000000FC000000FC000000FC000000FC00000FFFC0000FFFC00001B 1C7E9B21>80 D<FFFFF00000FFFFFE00000FC03F00000FC00F80000FC007C0000FC007E0000FC0 07E0000FC007E0000FC007E0000FC007E0000FC007C0000FC00F80000FC03E00000FFFF000000F C07C00000FC03E00000FC03F00000FC01F80000FC01F80000FC01F80000FC01F80000FC01F8000 0FC01F80000FC01F81800FC01F81800FC00FC180FFFC07C300FFFC01FE00211C7E9B24>82 D<07F8201FFEE03C07E07801E07000E0F000E0F00060F00060F80000FE0000FFE0007FFE003FFF 003FFF800FFFC007FFE0007FE00003F00001F00000F0C000F0C000F0C000E0E000E0F001C0FC03 C0EFFF0083FC00141C7D9B1B>I<7FFFFFE07FFFFFE0781F81E0701F80E0601F8060E01F8070C0 1F8030C01F8030C01F8030C01F8030001F8000001F8000001F8000001F8000001F8000001F8000 001F8000001F8000001F8000001F8000001F8000001F8000001F8000001F8000001F8000001F80 0007FFFE0007FFFE001C1C7E9B21>I<FFFC03FFFFFC03FF0FC000300FC000300FC000300FC000 300FC000300FC000300FC000300FC000300FC000300FC000300FC000300FC000300FC000300FC0 00300FC000300FC000300FC000300FC000300FC0003007C0003007C0006003E000E001F001C000 FC0780007FFE00000FF800201C7E9B25>I<FFFC01FF80FFFC01FF800FC00018000FE000380007 E000300007F000700003F000600003F800600001F800C00001F800C00000FC01800000FC018000 00FE038000007E030000007F070000003F060000003F860000001F8C0000001F8C0000000FD800 00000FD80000000FF800000007F000000007F000000003E000000003E000000001C000000001C0 0000211C7F9B24>I<FFF87FFE0FFCFFF87FFE0FFC0FC007E000C00FC007F000C00FE003F001C0 07E003F0018007E007F8018007F007F8038003F00FFC030003F00CFC030001F80CFC060001F81C FE060001FC187E0E0000FC187E0C0000FC303F0C0000FE303F1C00007E703F9800007E601F9800 003F601FB000003FE01FF000003FC00FF000001FC00FE000001F8007E000001F8007E000000F80 07C000000F0003C0000007000380000007000380002E1C7F9B31>I<0FF8001C1E003E0F803E07 803E07C01C07C00007C0007FC007E7C01F07C03C07C07C07C0F807C0F807C0F807C0780BC03E13 F80FE1F815127F9117>97 D<03FC000E0E001C1F003C1F00781F00780E00F80000F80000F80000 F80000F80000F800007800007801803C01801C03000E0E0003F80011127E9115>99 D<000FF0000FF00001F00001F00001F00001F00001F00001F00001F00001F00001F001F9F00F07 F01C03F03C01F07801F07801F0F801F0F801F0F801F0F801F0F801F0F801F07801F07801F03C01 F01C03F00F0FFE03F9FE171D7E9C1B>I<03FC000F07001C03803C01C07801C07801E0F801E0F8 01E0FFFFE0F80000F80000F800007800007800603C00601E00C00F038001FC0013127F9116>I< 007F0001E38003C7C00787C00F87C00F83800F80000F80000F80000F80000F8000FFF800FFF800 0F80000F80000F80000F80000F80000F80000F80000F80000F80000F80000F80000F80000F8000 0F80007FF0007FF000121D809C0F>I<03F0F00E1F383C0F383807307807807807807807807807 803807003C0F001E1C0033F0003000003000003000003FFF003FFFC01FFFE01FFFF07801F8F000 78F00078F000787000707800F01E03C007FF00151B7F9118>I<FF0000FF00001F00001F00001F 00001F00001F00001F00001F00001F00001F00001F0FC01F31E01F40F01F80F81F80F81F00F81F 00F81F00F81F00F81F00F81F00F81F00F81F00F81F00F81F00F81F00F8FFE7FFFFE7FF181D7F9C 1B>I<1E003F003F003F003F001E000000000000000000000000007F007F001F001F001F001F00 1F001F001F001F001F001F001F001F001F001F00FFC0FFC00A1E7F9D0E>I<FF0000FF00001F00 001F00001F00001F00001F00001F00001F00001F00001F00001F03FC1F03FC1F01C01F03001F0E 001F1C001F38001F78001FFC001FBE001F1F001F0F001F0F801F07C01F03E01F01E0FFE7FEFFE7 FE171D7F9C19>107 D<FF00FF001F001F001F001F001F001F001F001F001F001F001F001F001F 001F001F001F001F001F001F001F001F001F001F001F001F00FFE0FFE00B1D7F9C0E>I<FF0FC0 7E00FF31E18F001F40F207801F80FC07C01F80FC07C01F00F807C01F00F807C01F00F807C01F00 F807C01F00F807C01F00F807C01F00F807C01F00F807C01F00F807C01F00F807C01F00F807C0FF E7FF3FF8FFE7FF3FF825127F9128>I<FF0FC0FF31E01F40F01F80F81F80F81F00F81F00F81F00 F81F00F81F00F81F00F81F00F81F00F81F00F81F00F81F00F8FFE7FFFFE7FF18127F911B>I<01 FC000F07801C01C03C01E07800F07800F0F800F8F800F8F800F8F800F8F800F8F800F87800F078 00F03C01E01E03C00F078001FC0015127F9118>I<FF3F80FFE1E01F80F01F00781F007C1F003C 1F003E1F003E1F003E1F003E1F003E1F003E1F003C1F007C1F00781F80F01FC1E01F3F001F0000 1F00001F00001F00001F00001F0000FFE000FFE000171A7F911B>I<FE3E00FE47001E8F801E8F 801E8F801F07001F00001F00001F00001F00001F00001F00001F00001F00001F00001F0000FFE0 00FFE00011127F9114>114 D<1FD830786018E018E018F000FF807FE07FF01FF807FC007CC01C C01CE01CE018F830CFC00E127E9113>I<0300030003000300070007000F000F003FFCFFFC1F00 1F001F001F001F001F001F001F001F001F0C1F0C1F0C1F0C0F08079803F00E1A7F9913>I<FF07 F8FF07F81F00F81F00F81F00F81F00F81F00F81F00F81F00F81F00F81F00F81F00F81F00F81F00 F81F01F80F01F80786FF01F8FF18127F911B>I<FFC1FCFFC1FC1F00601F80600F80C00F80C007 C18007C18003E30003E30003F70001F60001FE0000FC0000FC0000780000780000300016127F91 19>I<FF8FF8FEFF8FF8FE1F03E0301F03E0301F03E0300F87F0600F86F0600FC6F8E007CC78C0 07CC78C003FC7D8003F83D8003F83F8001F01F0001F01F0000F01E0000E00E0000E00E001F127F
9122>I<FFC7FCFFC7FC1F81C00F838007C70003EE0001FC0001F80000F800007C0000FE0001DF 00039F80070F800607C00C03E0FF07FCFF07FC16127F9119>I<FFC1FCFFC1FC1F00601F80600F 80C00F80C007C18007C18003E30003E30003F70001F60001FE0000FC0000FC0000780000780000 3000003000006000706000F8E000F8C000F980007300003E0000161A7F9119>I E end %%EndProlog %%BeginSetup %%Feature: *Resolution 300dpi TeXDict begin %%EndSetup %%Page: 1 1 1 0 bop 150 736 a Fe(Con)m(ten)m(ts)150 1007 y Fg(1)38 b(Preliminar)o(ies)983 b(1)212 1070 y Ff(1.1)42 b(In)o(tro)q(duction)13 b Fd(:)20 b(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h (:)f(:)g(:)g(:)h(:)f(:)g(:)80 b Ff(1)308 1133 y(1.1.1)46 b(What)13 b(is)h(Mac)o(hine)g(Learning?)23 b Fd(:)d(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g (:)h(:)f(:)g(:)80 b Ff(1)308 1196 y(1.1.2)46 b(W)m(ellsprings)13 b(of)g(Mac)o(hine)h(Learning)28 b Fd(:)21 b(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f (:)g(:)80 b Ff(3)308 1259 y(1.1.3)46 b(V)m(arieties)14 b(of)f(Mac)o(hine)h (Learning)h Fd(:)20 b(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)80 b Ff(5)212 1322 y(1.2)42 b(Learning)13 b(Input-Output)i(F)m(unctions)h Fd(:)21 b(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)80 b Ff(6)308 1385 y(1.2.1)46 b(T)o(yp)q(es)14 b(of)f(Learning)35 b Fd(:)20 b(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f (:)g(:)80 b Ff(6)308 1448 y(1.2.2)46 b(Input)14 b(V)m(ectors)21 b Fd(:)g(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g (:)h(:)f(:)g(:)80 b Ff(8)308 1511 y(1.2.3)46 b(Outputs)22 b Fd(:)f(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:) f(:)g(:)g(:)h(:)f(:)g(:)80 b Ff(9)308 1574 y(1.2.4)46 b(T)m(raining)12 b(Regimes)i Fd(:)20 b(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g (:)g(:)h(:)f(:)g(:)80 b Ff(9)308 1637 y(1.2.5)46 b(Noise)41 b Fd(:)20 b(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f (:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(10)308 1700 y(1.2.6)46 b(P)o(erformance)13 b(Ev)n(aluation)25 b Fd(:)20 b(:)h(:)f(:)g(:)g(:)h(:)f(:) g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(10)212 1763 y(1.3)42 b(Learning)13 b(Requires)i(Bias)d Fd(:)20 b(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g (:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(10)212 1825 y(1.4)42 b(Sample)12 b(Applications)28 b Fd(:)21 b(:)f(:)g(:)g(:)h(:)f (:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(13)212 1888 y(1.5)42 b(Sources)e Fd(:)21 b(:)f(:)g(:)g(:)h(:)f(:)g(:)h (:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f (:)g(:)59 b Ff(14)212 1951 y(1.6)42 b(Bibliographical)12 b(and)h(Historical)h (Remarks)39 b Fd(:)21 b(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(15)150 2056 y Fg(2)38 b(Bo)q(olean)15 b(F)l(unctions)852 b(17)212 2119 y Ff(2.1)42 b(Represen)o(tation)33 b Fd(:)21 b(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g (:)g(:)h(:)f(:)g(:)59 b Ff(17)308 2182 y(2.1.1)46 b(Bo)q(olean)13 b(Algebra)32 b Fd(:)20 b(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f (:)g(:)g(:)h(:)f(:)g(:)59 b Ff(17)308 2245 y(2.1.2)46 b(Diagramm)o(a)o(tic)11 b(Represen)o(tations)33 b Fd(:)20 b(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g (:)59 b Ff(18)212 2308 y(2.2)42 b(Classes)14 b(of)g(Bo)q(olean)f(F)m (unctions)37 b Fd(:)20 b(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h (:)f(:)g(:)59 b Ff(19)308 2371 y(2.2.1)46 b(T)m(erms)13 b(and)g(Clauses)23 b Fd(:)d(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g (:)59 b Ff(19)308 2434 y(2.2.2)46 b(DNF)13 b(F)m(unctions)22 b Fd(:)e(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h (:)f(:)g(:)59 b Ff(20)819 2539 y(i)p eop %%Page: 2 2
2 1 bop 608 391 a Ff(2.2.3)46 b(CNF)14 b(F)m(unctions)23 b Fd(:)d(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:) f(:)g(:)59 b Ff(24)608 453 y(2.2.4)46 b(Decision)13 b(Lists)k Fd(:)k(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:) h(:)f(:)g(:)59 b Ff(25)608 515 y(2.2.5)46 b(Symmetric)11 b(and)j(V)m(oting)f (F)m(unctions)24 b Fd(:)d(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(26)608 577 y(2.2.6)46 b(Linearly)13 b(Separable)h(F)m(unctions)31 b Fd(:)20 b(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(26)512 639 y(2.3)42 b(Summary)31 b Fd(:)20 b(:)g(:)g(:)h(:)f(:)g(:)h(:)f (:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g (:)59 b Ff(27)512 701 y(2.4)42 b(Bibliographical)12 b(and)h(Historical)h (Remarks)39 b Fd(:)21 b(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(28)450 805 y Fg(3)38 b(Using)14 b(V)l(ersion)g(Spaces)i(for)f(Learning) 518 b(29)512 867 y Ff(3.1)42 b(V)m(ersion)14 b(Spaces)h(and)e(Mistak)o(e)h (Bounds)39 b Fd(:)20 b(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(29)512 929 y(3.2)42 b(V)m(ersion)14 b(Graphs)24 b Fd(:)d(:)f(:)g(:)h(:)f (:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g (:)59 b Ff(31)512 991 y(3.3)42 b(Learning)13 b(as)h(Searc)o(h)h(of)e(a)h(V)m (ersion)g(Space)34 b Fd(:)20 b(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(34)512 1053 y(3.4)42 b(The)14 b(Candidate)g(Eliminatio)o(n)d(Metho)q(d) 40 b Fd(:)20 b(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(35)512 1115 y(3.5)42 b(Bibliographical)12 b(and)h(Historical)h(Remarks) 39 b Fd(:)21 b(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(37)450 1218 y Fg(4)38 b(Neural)15 b(Net)o(w)o(orks)884 b(39)512 1280 y Ff(4.1)42 b(Threshold)14 b(Logic)f(Units)29 b Fd(:)20 b(:)g(:)g(:)h(:)f(:)g (:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(39)608 1342 y(4.1.1)46 b(De\014nitions)13 b(and)h(Geometry)24 b Fd(:)d(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(39)608 1404 y(4.1.2)46 b(Sp)q(ecial)13 b(Cases)i(of)e(Linearly)h (Separable)g(F)m(unctions)i Fd(:)21 b(:)f(:)g(:)59 b Ff(41)608 1466 y(4.1.3)46 b(Error-Correction)15 b(T)m(raining)d(of)h(a)h(TLU)35 b Fd(:)20 b(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(42)608 1528 y(4.1.4)46 b(W)m(eigh)o(t)12 b(Space)24 b Fd(:)d(:)f(:)g(:)g(:)h(:)f(:)g(:)h (:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(45)608 1590 y(4.1.5)46 b(The)14 b(Widro)o(w-Ho\013)f(Pro)q(cedure)g Fd(:)20 b(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(46)608 1652 y(4.1.6)46 b(T)m(raining)12 b(a)h(TLU)g(on)h (Non-Linearly-Separable)f(T)m(raining)741 1702 y(Sets)34 b Fd(:)20 b(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f (:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(49)512 1764 y(4.2)42 b(Linear)14 b(Mac)o(hines)39 b Fd(:)20 b(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h (:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(50)512 1826 y(4.3)42 b(Net)o(w)o(orks)14 b(of)g(TLUs)36 b Fd(:)20 b(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f (:)g(:)g(:)h(:)f(:)g(:)59 b Ff(51)608 1888 y(4.3.1)46 b(Motiv)n(ation)12 b(and)h(Examples)26 b Fd(:)21 b(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h (:)f(:)g(:)59 b Ff(51)608 1950 y(4.3.2)46 b(Madalines)20 b Fd(:)g(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:) g(:)g(:)h(:)f(:)g(:)59 b Ff(54)608 2012 y(4.3.3)46 b(Piecewise)15 b(Linear)f(Mac)o(hines)d Fd(:)21 b(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:) h(:)f(:)g(:)59 b Ff(56)608 2074 y(4.3.4)46 b(Cascade)14 b(Net)o(w)o(orks)36 b Fd(:)20 b(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f (:)g(:)59 b Ff(57)512 2136 y(4.4)42 b(T)m(raining)12 b(F)m(eedforw)o(ard)i (Net)o(w)o(orks)h(b)o(y)e(Bac)o(kpropagation)32 b Fd(:)21 b(:)f(:)g(:)59 b Ff(58)608 2198 y(4.4.1)46 b(Notation)10 b Fd(:)21 b(:)f(:)g(:)h(:)f(:)g(:)g (:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(58)608 2260 y(4.4.2)46 b(The)14 b(Bac)o(kpropagation)f(Metho)q(d)h Fd(:)20 b(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(60)608 2322 y(4.4.3)46 b(Computing)11 b(W)m(eigh)o(t)i(Changes)h(in)g
(the)g(Final)f(La)o(y)o(er)29 b Fd(:)20 b(:)g(:)59 b Ff(62)608 2384 y(4.4.4)46 b(Computing)13 b(Changes)j(to)g(the)g(W)m(eigh)o(ts)f(in)g (In)o(termediate)741 2434 y(La)o(y)o(ers)22 b Fd(:)e(:)h(:)f(:)g(:)h(:)f(:)g (:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(64)1113 2539 y(ii)p eop %%Page: 3 3 3 2 bop 308 391 a Ff(4.4.5)46 b(V)m(ariations)12 b(on)i(Bac)o(kprop)34 b Fd(:)20 b(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(66)308 459 y(4.4.6)46 b(An)14 b(Application:)j(Steering)d(a)g(V)m(an)g Fd(:)20 b(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(66)212 527 y(4.5)42 b(Synergies)22 b(Bet)o(w)o(een)g(Neural)g(Net)o(w)o(ork)f(and)g (Kno)o(wledge-Based)308 577 y(Metho)q(ds)e Fd(:)i(:)f(:)g(:)g(:)h(:)f(:)g(:)h (:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f (:)g(:)59 b Ff(68)212 645 y(4.6)42 b(Bibliographical)12 b(and)h(Historical)h (Remarks)39 b Fd(:)21 b(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(68)150 757 y Fg(5)38 b(Statistical)13 b(Learning)829 b(69)212 825 y Ff(5.1)42 b(Using)13 b(Statistical)h(Decision)f(Theory)19 b Fd(:)i(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(69)308 893 y(5.1.1)46 b(Bac)o(kground)14 b(and)f(General)h(Metho)q(d)k Fd(:)j(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(69)308 961 y(5.1.2)46 b(Gaussian)13 b(\(or)h(Normal\))e(Distributions)40 b Fd(:)20 b(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(71)308 1029 y(5.1.3)46 b(Conditionally)11 b(Indep)q(enden)o(t)16 b(Binary)d(Comp)q(onen)o (ts)21 b Fd(:)f(:)g(:)59 b Ff(75)212 1097 y(5.2)42 b(Learning)13 b(Belief)h(Net)o(w)o(orks)41 b Fd(:)20 b(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f (:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(77)212 1165 y(5.3)42 b(Nearest-Neigh)o(b)q(or)15 b(Metho)q(ds)d Fd(:)20 b(:)h(:)f(:)g(:)h(:)f(:)g (:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(77)212 1233 y(5.4)42 b(Bibliographical)12 b(and)h(Historical)h(Remarks)39 b Fd(:)21 b(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(79)150 1345 y Fg(6)38 b(Decision)14 b(T)l(rees)936 b(81)212 1413 y Ff(6.1)42 b(De\014nitions)12 b Fd(:)20 b(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g (:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(81)212 1481 y(6.2)42 b(Sup)q(ervised)15 b(Learning)f(of)f(Univ)n(ariate) g(Decision)h(T)m(rees)23 b Fd(:)d(:)g(:)h(:)f(:)g(:)59 b Ff(83)308 1549 y(6.2.1)46 b(Selecting)14 b(the)g(T)o(yp)q(e)h(of)e(T)m(est)j Fd(:)21 b(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(83)308 1617 y(6.2.2)46 b(Using)13 b(Uncertain)o(t)o(y)i(Reduction)f(to)f (Select)i(T)m(ests)42 b Fd(:)21 b(:)f(:)g(:)59 b Ff(84)308 1685 y(6.2.3)46 b(Non-Binary)13 b(A)o(ttributes)19 b Fd(:)h(:)g(:)h(:)f(:)g (:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(88)212 1753 y(6.3)42 b(Net)o(w)o(orks)14 b(Equiv)n(alen)o(t)f(to)h(Decision)g(T)m (rees)23 b Fd(:)d(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(88)212 1821 y(6.4)42 b(Ov)o(er\014tting)14 b(and)g(Ev)n(aluation)40 b Fd(:)21 b(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g (:)59 b Ff(89)308 1889 y(6.4.1)46 b(Ov)o(er\014tting)38 b Fd(:)20 b(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h (:)f(:)g(:)59 b Ff(89)308 1957 y(6.4.2)46 b(V)m(alidation)11 b(Metho)q(ds)41 b Fd(:)21 b(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g (:)g(:)h(:)f(:)g(:)59 b Ff(90)308 2025 y(6.4.3)46 b(Av)o(oiding)12 b(Ov)o(er\014tting)i(in)g(Decision)f(T)m(rees)23 b Fd(:)e(:)f(:)g(:)g(:)h(:)f (:)g(:)59 b Ff(91)308 2093 y(6.4.4)46 b(Minim)o(um)o(-D)o(escription)12 b(Length)i(Metho)q(ds)f Fd(:)21 b(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(92)308 2161 y(6.4.5)46 b(Noise)14 b(in)f(Data)18 b Fd(:)j(:)f(:)g(:)g(:) h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)h(:)f(:)g(:)g(:)h(:)f(:)g(:)59 b Ff(93)212 2230 y(6.5)42 b(The)14...
Find millions of documents on Course Hero - Study Guides, Lecture Notes, Reference Materials, Practice Exams and more.
Course Hero has millions of course specific materials providing students with the best way to expand
their education.
Below is a small sample set of documents:
Below is a small sample set of documents:
Puget Sound - CS - 161
Computer Science 161 CSecond Hour ExamName _Friday, Oct. 20100 Pts.I.(5 pts. each) Carefully write down all that would be printed as a result of the following pieces of code: a.for i := 3 downto 1 do for j :=
Brookdale - CS - 6505
%!PS-Adobe-2.0 %Creator: dvipsk 5.521a Copyright 1986, 1993 Radical Eye Software %Title: cheeseman.draft4.dvi %Pages: 23 %PageOrder: Ascend %BoundingBox: 0 0 612 792 %EndComments %DVIPSCommandLine: dvips -o cheeseman.draft4.ps cheeseman.draft4.dvi %D
Duke - CPS - 182
Academic Freedom v. Computer-Security"Somuch has been done, exclaimed the soul of Frankenstein-more, far more,will I achieve; treading in the steps already marked, I will pioneer a new way, explore unknown powers, and unfold to the world the dee
Laurentian - MGT - 3210
Consumer AttitudesAttitudesWhat is an attitude? Expressions of inner feelings that reflect whether a person is favorably or unfavorably predisposed to some object in marketing, "object" can be a brand, a brand name, a service, a service provider
Idaho - ME - 430
Project Management and Laboratory NotebooksLast Updated January 10 2008 Weekly project meetings between project groups and course instructor will be held. Project management will be assisted by maintain a weekly status report and a laboratory notebo
Duke - ENV - 132
<!DOCTYPE html PUBLIC "-/W3C/DTD XHTML 1.0 Strict/EN" "http:/www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd"><html xmlns="http:/www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head> <title>#132: tool_output.txt - Marine Geospatial Ecology Tool
UNC - HR - 133253
Special Invitation from the N.C. Museum of History Free Admission for All State Employees to the Exciting Exhibit Mysteries of the Lost Colony and A New World: England's First View of America from the British Museum Monday, January 14, 2008 9 am-7 pm
UNC - HR - 21008
H.E.E.L.S. for health would like to invite all faculty and staff to the12th annualJingle Bell Jog n l l oThursday, December 5, 20023-MILE FUN RUN MILE WALK1.5Location: Time: Brick courtyard between Fetzer and Woollen Gyms Registr
UNC - READ - 5010453
NORTH CAROLINA DIVISION OF PUBLIC HEALTH PUBLUC HEALTH REGIONAL SURVEILLANCE TEAM (PHRST) REGION 7REGISTRATION FORMSPECIAL NEEDS POPULATION WORKSHOPAPRIL 29, 2009 10:00am 4:00pm Cabarrus Arena and Events Center 4751 highway 49 north Concord, NC
University of Texas - FM - 9001
%!PS-Adobe-2.0 %Creator: dvips(k) 5.86d Copyright 1999 Radical Eye Software %Title: nim-piton.dvi %Pages: 158 %PageOrder: Ascend %BoundingBox: 0 0 612 792 %EndComments %DVIPSWebPage: (www.radicaleye.com) %DVIPSCommandLine: dvips nim-piton %DVIPSParam
UNC - READ - 3666861
Job Title: Director of EducationLocation: Missoula, Montana Start Date: January 2007The mission of the Biomimicry Institute is to naturalize biomimicry in the culture by promoting the transfer of ideas, designs, and strategies from biology to susta
Duke - STA - 242
failure temp pressure1 53 2001 57 2001 58 2001 63 2000 66 500 67 500 67 2000 67 2000 68 500 69 500 70 1001 70 501 70 2000 70 2000 72 500 73 1000 75 2001 75 2000 76 2000 76 2000 78 2000 79 2000 81 200
UNC - COMP - 114
114-25.1 COMP 114 Spring 2000 Homework 3: Recursion (B: Chapter 4, S&W Chapter 6) Assigned: Due: February 29, 2000 (leap day!) March 28, 2000 Note! First exam March 7. Closed books, notes, etc. Coverage: everything up to but not including recursion.
UNC - READ - 3616360
Function #6: Quality Management (10-27-06) Council CommentsPage 1 of 7QUALITY MANAGEMENT LME FUNCTIONS Council Comments appear in colored or highlighted text 10/27/06 Data Analysis / ReportsConsumer Outcomes: (NC TOPPS / DD COI). DMHDDS
UNC - ECON - 101
Chapter 10Market Power and Monopoly1) SA10 \ \ Price Discrimination and Efficiency\ 1 \ Explain why price discrimination reduces the economic inefficiency associated with the exercise of monopoly power. Draw simple graphs to show how this occurs.
Idaho - CS - 210
1. (25 pts) After each question below answer with the BEST CHOICE of letter or digit from the list of words below. IMPORTANT: NOT ALL LETTERS WILL BE USED. EACH LETTER CAN BE USED ONLY ONCE! Note: this question runs over with a few more on the
UMass Lowell - FACULTY - 141
3.2.34 - When given a formula for a function, it is not sufficient to graph a portion of the function and then claim it is one-to-one on the basis of it passing the horizontal line test. When you are given a graph of a function (as in 3.2.6 and 3
UMass Lowell - FACULTY - 141
4.2.6 - A lot of students didn't complete the entire problem. The problem says to show f(0) = f(2), but then *also* to show that there exists no real number c in (0,2) such that f'(c) = 0. The students who didn't show this fact lost points. If
UMass Lowell - FACULTY - 141
Extra Problem C: It is tempting to say that a non-differentiable functioncannot have an antiderivative defined at its discontinuities. After all,if a function doesn't have a derivative at a certain value of x, how canthe function itself BE a deri
UMass Lowell - FACULTY - 141
For Monday: Read section 1.6. For Wednesday: Read Appendix B, pages 1014. Section 1.5 Main point #3: The Intermediate Value Theorem. Suppose that f is continuous on the closed interval [a,b]. (We define this to mean that f(a) = limxa+ f(x), and f(b)
UMass Lowell - FACULTY - 141
[Go around with names] [Announce new reading assignment for Wednesday: 1.5] [Hand out extra time-sheets] Homework assignments are due at the START of class each Friday Stewart's paraphrase of the definition of limits: We say limxa f(x) = L if the val
UNC - READ - 4526854
Dear Friends, We urgently need your voice NOW! Someone is trying to steal our land, and we need you to write in our support! We normally don't write this kind of emergency letter, but this time it's critical that you know now, pass the word, and resp
UMass Lowell - FACULTY - 475
[Write on board:] Math 475: Introduction to Combinatorics Web-page: www.math.wisc.edu/~propp/475/ Teacher: Jim Propp, 813 Van Vleck (propp@math.wisc.edu) Office hours: TBA I'm Jim Propp. Combinatorics is my favorite branch of mathematics, and I'll be
UNC - READ - 4556426
David Carlson Position Paper for V.P. of Careers Hello fellow Net Impact Members! For those of you who don't know me, I'm a dual-degree student pursuing a Master of Environmental Management with the Nicholas School of the Environment at Duke. Like ma
UNC - READ - 1592716
Center for Sustainable EnterpriseKenan-Flagler Business School October 2003 UpdateNews UNC Kenan-Flagler Leader in Sustainability Education: Last week the Aspen Institute and the World Resources Institute, through its Beyond Grey Pinstripes survey
UNC - COMP - 380
How Computers WorkPart 3 18 February 2008Data TypesComputer doesn't know what the bits represents or what format is being used Computer assumes that the instructions know the format of the data What are the types of data?Numbers, text, p
UMass Lowell - FACULTY - 475
For Tuesday: read section 5.2 HOMEWORK Return assignments # through #3 Collect assignment #4 Arrange coordinates so that (0,0) is at upper left, with the first coordinate (n) indexing rows and the second coordinate (k) indexing columns: (0,0) (1,0) (
UMass Lowell - FACULTY - 141
Periodic functions: We say f has period p (with p>0) if f(x+p)=f(x) for all x. E.g., sin x and cos x have period 2 (and period 4 , and period 6 , etc.). Is every function with period 2 a trig function? .?. No; for instance, let f(x) be the fractional
UMass Lowell - FACULTY - 141
Section 3.4: Exponential growth and decay, concluded Recall: If we have a population in which birth occurs, but not death, and there is no interaction between members of the population, then the size of the population at time t (written as P(t) satis
UNC - READ - 4720595
IREDELL COUNTY JOB DESCRIPTION Job Title: Real Property Manager Department: Tax Administration & Land Records Revised: 2/07 GENERAL STATEMENT OF JOB Under general supervision, performs administrative, supervisory and complex technical work managing t
UNC - READ - 3053140
People who have paid dues Matt Conrec Jeff Coulter Eric Smith (+uniform) Chris Tommerdahl Levon Lee Alec Pearson Sarah Hancox James Ellinger Melissa Henderson Matthew Moye (+uniform) Jessica Anders Heather Wachtler Elisa Mayes Olin Johnson Meredith P
UMass Lowell - FACULTY - 141
A remark about rigor homework and exams: Non-rigorous proofs can get you partial credit, but you'll get MORE partial credit if you show that you recognize that your proof is non-rigorous. (E.g., if you're asked to prove that the derivative of every f
UMass Lowell - FACULTY - 491
Any questions about the homework or the material? The take-home exam (now available on the web) will be due at the start of class next Tuesday (Oct. 28). If you're finding any of the material difficult, now is the time to see me and get help. If you
UMass Lowell - FACULTY - 491
I've looked over the homeworks, and it seems like a large part of the problem is that you sometimes don't know what I'm asking you for. Please don't be shy about sending me email if you feel like you may be missing the point of a question (e.g., if i
UMass Lowell - FACULTY - 491
Office hours: Tuesdays from 2:15 to 2:45 p.m. (in B107 until further notice) Thursdays from 12:15 to 12:45 p.m. (in 813 Van Vleck) Theorem: If f(0) = 0, then 1/(1-f) = 1 + f + f^2 + f^3 + . Proof: Let g = 1 + f + f^2 + f^3 + . (check that this is wel
UMass Lowell - FACULTY - 475
For Thursday: read 8.3 Section 8.2: Stirling numbers Fix a non-negative integer p. One basis for the space of polynomials of degree p is the "monomial basis" {n^0, n^1, n^2, ., n^p}; another basis is {(n choose 0), (n choose 1), ., (n choose p)}; an
UMass Lowell - FACULTY - 491
Any questions about the homework or the material? TODAY: The strip-tiling theorem Weighted enumeration Domino tilings of the 2-by-n rectangle (again) Use cell-labels L, R, T, B Give example of a tiling of a 2-by-5 with labeled cells Frontiers: LL, LR
UMass Lowell - FACULTY - 491
TODAY: Non-commuting variables The sign of a permutation Permanents and determinants Lindstrom's lemma Non-commuting variables Stephen showed you a q-binomial theorem; here's one I like better. Suppose x,y are non-commuting variables satisfying yx=qx
UMass Lowell - FACULTY - 475
OFFICE HOURS: Tuesdays and Thursdays, 10:50-11:50 in Van Vleck 813 (10:55-11:55 isn't working for me), plus the caf hours (as announced before; see the web page) Also by appointment. Come to my office and cafe hours. (I'll say this again.) READING Fo
UMass Lowell - FACULTY - 142
[Write on board:] James Propp Office: OH 428C Phone: 978-934-2438 Email: jpropp@cs.uml.ignorethispart.edu Course web-page: faculty.uml.edu/jpropp/142 Welcome to Math 142! Honors calculus is the first math course I took in college and the first course
UMass Lowell - FACULTY - 142
The "Get at automatic A in my course if you can solve this" problem: Find two differentiable functions f, g such that the functions f g and fg do not have antiderivatives. Solution by Prof. Kheifets: Take {x2 sin 1/x4 { {0 {x2 cos 1/x4 { {0 if x 0
UMass Lowell - FACULTY - 141
Section 4.1, concluded How do we find global maxima and minima for a function on a closed interval? We look at endpoints and local maxima and minima. How do we find local maxima and minima? We look at all the critical points. Definition: A critical n
UMass Lowell - FACULTY - 475
[Return assignments #1 through #4 Collect assignment #5] Exam format: Closed book, closed notebook, no calculators. How many sequences of length ten, consisting of 0's and 1's, add up to six? . 10 choose 6. Interpret via sets and multisets: . 6-combi
UMass Lowell - FACULTY - 475
Office/cafe hours: Tuesdays _and_ Thursdays, 10:50-11:50 in Van Vleck 813 Tuesdays, 2:45-4:00 at the State Street Steep and Brew Wednesdays, 1:30-3:30 at the State Street Steep and Brew READING For next Tuesday: read second section of Chapter 3 For n
University of Illinois, Urbana Champaign - SHELLEY - 301
FARS Assignment (also Jennings, Chapter 1)CF1-6. List five different categories of potential users of financial statements. (Group 3) CF1-6. Investors, creditors, employees, suppliers, customers, regulators. CF1-7. Who did the FASB decide to focus
University of Illinois, Urbana Champaign - SHELLEY - 301
InClass Concept Mapping Assignment Definition: "Concept maps are tools for organizing and representing knowledge. The include concepts, usually enclosed in circles or boxes of some type, and relationships between concepts or propositions, indicat
Idaho - WEBPAGES - 507
Completely Randomized Factorial Design With Two FactorsAssumptions: In addition to the assumptions that we already talked about this design assumes: 1) Two or more factors, each factor having two or more levels. 1) All levels of each factor are inve
Idaho - WEBPAGES - 507
Completely Randomized Factorial Design With Two Factors ExampleA police department in a big city want to assess their human relations course for new officers. The independent variables are the type of neighborhood the officers get to be assigned to
Idaho - WEBPAGES - 507
Analysis of Variance Designs I. Systematic Designs II. Randomized designs with one treatment a. Experimental units not subdivided on any bases other than randomization prior to assignment to treatment levels; no restriction on random assignment other
Idaho - WEBPAGES - 507
HW2STAT50707 Exercise 5.2: Answer all parts in addition to the following part d: d) Use REGWR procedure to control for the strong familywise error rate; SNK to control for FDR; protected LSD to control for the familywise error rate; and LSD to contr
Idaho - WEBPAGES - 507
Exercise 10.2 Problem 10.3 Exercise 11.2 Problem 11.2 Follow the steps: 1) Write down the linear model. 2) Identify the hypotheses you want to test. 3) Evaluate the error term and see if you need to perform any transformations 4) If you need any tr
Idaho - WEBPAGES - 301
# Normal graphlambda <- 5x <- seq(0,3, by = 0.1)f.x <- lambda*exp(-x*lambda)plot(x,f.x,type="l",xlab = "x", ylab = "f(x)")abline(v=1/lambda)
Idaho - WEBPAGES - 301
games <- 1000000win <- 0for(i in 1:games){ if(runif(1)>(5/6){ win <- win + 6 - 1 }else{ win <- win - 1 }}win/games
Idaho - WEBPAGES - 451
# datax <- seq(0.01, 20, by=0.01)# gamma pdf GAM(x;th,k)th <- 2k <- 2y <- (1/(th^k)*gamma(k)*x^(k-1)*exp(-x/th)plot(x,y, type="l")# exponential pdf EXP(x; th)th <- 2y <- (1/th)*exp(-x/th)plot(x,y, type="l")# Weibull pdf WEI(x; th, bt
Idaho - WEBPAGES - 452
mu <- seq(0,10,by=0.01)T.2 <- exp(-mu)*(exp(mu/exp(2)-2*exp(-mu*(1-1/exp(1)+exp(-mu)T.1 <- exp(-mu)*(1-exp(-mu)#plotting the Risk for plot(mu,T.1,ylab="T1 (dots) and T2 (line)",xlab="mu")lines(mu,T.2,type="l")#finding the maximum for T2T2.mu
Idaho - WEBPAGES - 301
# Negative binomial light bulb examplex <- 0:100r <- 3p <- 0.1y <- choose(x+r-1,r-1)*(p^r)*(1-p)^xy.cdf <- cumsum(y)#pmfplot(x,y,xlab="x",ylab="P(X=x)",type="h")#CDFplot(x,y.cdf,xlab="x",ylab="P<=x)",type="S")#pmf using line graphsplot(
Idaho - WEBPAGES - 301
# Normal graphmu <- 70sigma <- 2.5x <- seq(mu-4*sigma,mu+4*sigma, by = 0.1)f.x <- (1/sqrt(2*pi*sigma^2)*exp(-(x-mu)^2/(2*sigma^2)plot(x,f.x,type="l",xlab = "x", ylab = "f(x)",xlim=c(30,110)abline(v=mu)text(mu,0.01,labels="mu=70",pos=3)ablin
Duke - STA - 242
"species""bodymass""maxdist""type""Didelphis virginianus"2.41455.152"O""Phascogale tapotafa"0.1726.8"C""Trichosurus vulpecula"2.9312.8"C""Sorex araneus"0.0040.869"C""Scapanus townsendii"0.1480.856"O""Ursus americanus"104.452
UMass Lowell - FACULTY - 475
For Thursday: read section 6.2 (we'll pick up with section 6.3 after the midterm) Review chapters 1, 2, 3, and 5 and bring in questions on Thursday. If you have any requests that might require advance preparation on my part, send me email later today