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レシピの自動分類
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j.harashima
June 09, 2014
3
8.2k
レシピの自動分類
Machine Learning Casual Talks
j.harashima
June 09, 2014
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Transcript
Ϩγϐͷࣗಈྨ ݪౡ७$00,1"% .BDIJOF-FBSOJOH$BTVBM5BMLT
ݪౡ७ w ৽ถΤϯδχΞBU$00,1"% w ത࢜ʢใֶʣ w ࣗવݴޠॲཧใݕࡧ w 3FMFWBODF'FFECBDLVTJOH4VSGBDFBOE-BUFOU *OGPSNBUJPOJO5FYUT
ࣗવݴޠॲཧ w 'MFYJCMF+BQBOFTF4FOUFODF$PNQSFTTJPOCZ 3FMBYJOH6OJU$POTUSBJOUT $0-*/(
Ϩγϐͷࣗಈྨ ͜ͷϨγϐྉཧʁڕྉཧʁࡊྉཧʁ
എܠ w ϨγϐΛબͿ࣌ɺओࡐྉʢFHɺڕɺࡊʣͰ ϨγϐΛߜΓࠐΊͨΒศརͳͷͰʁ w શສϨγϐΛਓखͰλά͚ʁ w ػցֶशͷग़൪Ͱ͠ΐʂ
࣮ w 47.Ͱྨ w ݱࡏΫϥεʹྨ w FHྉཧɺڕྉཧɺࡊྉཧɺ w ૉੑൿີ
w ࣮ ྉཧͰྑ͍͠ɺࡊྉཧͰྑ͍ ɹɹɹɹɹɹˠ̔ݸͷྨثΛߏஙͯ͠ιϑτʹྨ
None
՝܇࿅σʔλͷߏங w Ͳ͏ͬͯਖ਼ྫɾෛྫΛूΊΔʁ w ඦʙઍϨγϐΛਓखͰྨʁ w Ϋϥεମܥ͕มΘͬͨΒ࡞Γ͠ʁ w ŵŧƄແཧɻɻɻ
ਪનϨγϐͷར༻ ྉཧͷ܇࿅σʔλͱͯ͠ར༻
՝εέʔϥϏϦςΟ w Ϩγϐ͕େʢສϨγϐʂʣ w ສ✕Ϋϥεສճͷਪఆ͕ඞཁʂ ˠ࣮ߦʹʙ࣌ؒ w ࠓޙɺϨγϐʢˍΫϥεʣ͕૿͑ͨΒʁ ˠ͎ŵŧƄແཧɻɻɻ
ฒྻԽ w (/6QBSBMMFMΛར༻ w ສϨγϐ✕Ϋϥεສճͷਪఆ w CFGPSFʙ࣌ؒ w BGUFS࣌ؒʢ˞ࠓฒྻʣ
ςετ ΞϓϦέʔγϣϯ ϏδωεϩδοΫ ػցֶश ΞϧΰϦζϜ JNBHFGSPNʰػցֶशʹ͓͚ΔςετͷࣗಈԽʱ ಘΒΕΔਫ਼ͷݕূ ˠςετηοτͰݕূ ͍ํͷਖ਼͠͞ͷݕূ ˠ34QFDͰݕূ
࣮ͷਖ਼͠͞ͷݕূ ˠϥΠϒϥϦΛ৴༻
·ͱΊ w $00,1"%ʹ͓͚Δػցֶशͷӡ༻ࣄྫΛհ w 47.ʹΑΔϨγϐͷࣗಈྨ w ਪનϨγϐΛར༻ͨ͠܇࿅σʔλͷߏங w (/6QBSBMMFMʹΑΔฒྻԽ w
ࢸͬͯී௨ͷςετʢਫ਼ͱ͍ํͷݕূʣ