MT法を用いたパーマーペンギンの種類判別

Transcript

1. b2220st@aiit.ac.jp
   Advanced Institute of Industrial Technology
   1
   RʹΑΔMT๏Λ༻͍ͨύʔϚʔϖϯΪϯͷछྨ൑ผ
   ʙchatGPTʹ࣭໰͠ͳ͕Βʙ
   2023/03/04(sat)Tokyo.R LTτʔΫൃද
   ౦ژ౎ཱ࢈ۀٕज़େֶӃେֶ (ࣾձਓM1ʣ
   ∁ྛ૖ޗ
   ”ͳͥɺࢁʹొΔͷ͔ɻͦ͜ʹࢁ͕͋Δ͔Βͩ” ΠΪϦεͷొࢁՈɹδϣʔδɾϚϩϦʔ
   

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2. b2220st@aiit.ac.jp
   Advanced Institute of Industrial Technology
   chatGPTʹtokyo.RͰൃදʹτϥΠ͢Δ͜ͱʹ͍ͭͯɺฉ͍ͯΈ·ͨ͠ɻ
   enjoy!!
   

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3. b2220st@aiit.ac.jp
   Advanced Institute of Industrial Technology
   3
   1.֓ཁ
   RͰ༗໊ͳσʔληοτͰ͋ΔʮύʔϚʔϖϯΪϯʯΛ׆༻ͯ͠ɺMT๏ʹτϥΠͯ͠Έ·ͨ͠ɻ
   ಈ෺΍ਓΛܭଌ͢Δͷ͕೉͔ͬͨ͠ҝɺࠓճRͷσʔληοτΛ࢖͍·ͨ͠ɻ
   σʔληοτʮύʔϚʔϖϯΪϯʯͱ͸
   ถࠃͷݚڀऀ͕ೆۃʹ͋ΔύʔϚʔج஍Ͱߦͬͨ
   ϖϯΪϯͷੜଶௐࠪͷσʔληοτ
   

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4. b2220st@aiit.ac.jp
   Advanced Institute of Industrial Technology
   4
   2.ύʔϚʔϖϯΪϯͷσʔληοτͷ߲໨
   ߲໨ ҙຯ ಺༰
   species छྨ ΞσϦʔϖϯΪϯɺͻ͛ϖϯΪϯɺ
   δΣϯπʔϖϯΪϯ
   Island ౡ ϏείʔॾౡɺυϦʔϜౡɺ
   τʔδϟʔηϯౡ
   bill_length_mm ᅏͷ௕͞ ୯Ґ(mm)
   bill_depth_mm ᅏͷߴ͞ ୯Ґ(mm)
   flipper_length_mm ཌྷͷ௕͞(mm) ୯Ґ(mm)
   body_mass_g ମॏ(g) ୯Ґ(̶)
   sex ੑผ ༤ɺࣁ
   Year ೥ 2007೥,2008೥,2009೥
   https://allisonhorst.github.io/palmerpenguins/
   

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5. b2220st@aiit.ac.jp
   Advanced Institute of Industrial Technology
   ͜͜Ͱɺ࠷ۙ஫໨ͷchatGPTʹͦΕͧΕͷಛ௃Λڭ͑ͯ໯͍·͢
   Gentoo penguin
   Adelie penguin
   Chinstrap penguin
   ਎ମͷେ͖͞ɺ৭ͳͲ
   ਎ମతಛ௃ʹҧ͍͕͋
   ΔΈ͍ͨͰ͢ɻ
   

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6. b2220st@aiit.ac.jp
   Advanced Institute of Industrial Technology
   https://qiita.com/kotai2003/items/297930db4466b71f06b0
   3.MT๏(ϚϋϥϊϏε=λάν๏)ͱ͸
   http://kaz7227.art.coocan.jp/profile.html
   ాޱݰҰത࢜(1924-2012)
   ϚϋϥϊϏεത࢜(1893-1973)
   

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7. b2220st@aiit.ac.jp
   Advanced Institute of Industrial Technology
   ୯Ґۭؒ
   Gentoo penguin
   3.MT๏(ϚϋϥϊϏε=λάν๏)ͱ͸
   ৴߸σʔλ
   Adelie penguin
   Chinstrap penguin
   ৴߸σʔλ
   Gentoo penguin
   ϚϋϥϊϏεڑ཭
   ϚϋϥϊϏεڑ཭
   ਖ਼ৗ ҟৗ
   ᮢ஋
   ج४ͱͳΔ୯ҐۭؒͷύλʔϯΛֶशͯ͠ɺ৴߸σʔλʹରͯ͠ɺϚϋϥϊϏεڑ཭ΛٻΊ·͢ɻ
   ϚϋϥϊϏεڑ཭͕ᮢ஋಺Ͱ͋Δ͔ٴͼ୯Ґۭؒʹଐ͢Δ͔Ͱɺ൑ผΛ͠·͢ɻ
   MT(ϚϋϥϊϏεʔλάν)๏͸ɺҟৗݕ஌΍ύλʔϯೝࣝͷ໰୊Λѻ͏جຊతͳଟมྔղੳ๏
   

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8. b2220st@aiit.ac.jp
   Advanced Institute of Industrial Technology
   8
   3.Gentoo penguinͱAdelie penguinɾChinstrap penguinΛ
   ਎ମతಛ௃͔ΒMT๏(“ڑ཭”)Ͱ൑ఆͯ͠Έ·͢
   

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9. b2220st@aiit.ac.jp
   Advanced Institute of Industrial Technology
   ࠶౓ɺchatGPTʹMT๏ͰύʔϚʔϖϯΪϯͷछྨ൑ผΛߦ͏ͷ͕ద੾ͳͷ͔ฉ͍ͯΈ·͢
   લॲཧɺલఏ৚݅ɺ݁Ռͷղऍ
   ʹؾΛ͚ͭΔඞཁ͕͋ΔΈ͍ͨ
   Ͱ͢ɻ
   ൑ผ෼ੳΛ༻͍Δ͜ͱ͕
   Ͱ͖Δͱͷ͜ͱͰ͢ɻ
   

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10. b2220st@aiit.ac.jp
    Advanced Institute of Industrial Technology
    10
    4.MT๏Λߦ͏ҝͷࢀߟਤॻ
    P49ʙP51ϖʔδΛࢀর͠·ͨ͠ɻ
    ೖ໳ ػցֶशʹΑΔҟৗݕ஌―RʹΑΔ࣮ફΨΠυ |
    
    
    ߶, Ҫख |ຊ | ௨ൢ | Amazon
    1)෼෍ਪఆɿDΛجʹɺඪຊฏۉͱඪຊڞ෼ࢄΛٻΊΔɻ
    2)ҟৗ౓ͷܭࢉɿDͷ֤ඪຊʹର͠ɺ̍ม਺౰ΓͷϚϋϥϊϏ
    εڑ཭Λܭࢉ͢Δ
    3)ҟৗ൑ఆ̍ɿDͷඪຊ͕ਖ਼ৗൣғʹೖΔΑ͏ʹ̍ม਺౰Γͷ
    ϚϋϥϊϏεڑ཭ͷᮢ஋Λܭࢉ͢Δ
    4)ҟৗ൑ఆ2:D’ͷ֤ඪຊʹରͯ͠ɺMม਺ͷத͔Β͍͔ͭ͘ͷ
    ม਺Λબͼɺͦͷม਺ू߹ͷ̍ม਺౰Γͷҟৗ౓Λܭࢉ͢Δ
    

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11. b2220st@aiit.ac.jp
    Advanced Institute of Industrial Technology
    11
    5.1.σʔλͷલॲཧ
    ࢖͏߲໨͸ᅏͷߴ͞ɺᅏͷ௕͞ɺཌྷͷ௕͞ɺମॏͱͯ͠ɺநग़͠·͢ɻ
    ᅏͷߴ͞ɺᅏͷ௕͞ɺཌྷͷ௕͞ɺମॏͰܽଛ஋ΛؚΉߦ͸࡟আ͠·ͨ͠ɻ
    ߲໨ NAͷ਺
    species 0
    island 0
    bill_length_mm 2
    bill_depth_mm 2
    flipper_length_mm 2
    body_mass_g 2
    sex 11
    year 0
    

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12. b2220st@aiit.ac.jp
    Advanced Institute of Industrial Technology
    12
    5.2.୯Ґۭؒɾ৴߸σʔλ
    δΣϯπʔϖϯΪϯΛ୯Ґ۠ؒͱͯ͠ɺσʔληοτDͱ͠·͢ɻ
    ΞσϦʔϖϯΪϯɾͻ͛ϖϯΪϯΛநग़͠ɺ೚ҙͷ̍̌σʔλΛ৴߸σʔλD’ͱ͠·͢ɻ
    

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13. b2220st@aiit.ac.jp
    Advanced Institute of Industrial Technology
    13
    <୯Ґۭؒ> <৴߸σʔλ>
    ΞσϦʔϖϯΪϯɾͻ͛ϖϯΪϯ
    δΣϯπʔϖϯΪϯ
    ҟৗͱ൑ఆ͍ͨ͠σʔλ
    ɹඪຊͱͳΔσʔληοτ
    

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14. b2220st@aiit.ac.jp
    Advanced Institute of Industrial Technology
    14
    5.3.୯ҐۭؒͷϚϋϥϊϏεڑ཭ͷܭࢉ
    δΣϯπʔϖϯΪϯͷ123ݸͷσʔλͷ
    ϚϋϥϊϏεڑ཭͕ͦΕͧΕ̍ʹ͍ۙ͜ͱ͕
    ෼͔Γ·͢ɻ
    ”୯ҐۭؒͷσʔλͷMD஋͸ฏۉ͕̍ʹͳΔ”
    

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15. b2220st@aiit.ac.jp
    Advanced Institute of Industrial Technology
    15
    5.4.ΞσϦʔϖϯΪϯɾͻ͛ϖϯΪϯͷ৴߸σʔλ10ݸ
    ʢ̍̎̐ߦ໨ʙ)ΛࠞͥɺϚϋϥϊϏεڑ཭Λܭࢉ
    ᮢ஋Λ೚ҙͰ4ʹઃఆͯ͠੺ϥΠϯΛҾ͘ɻ
    άϥϑΛ֬ೝ͢Δͱɺҟৗ஋͕ग़͍ͯ·͢ɻ
    ΞσϦʔϖϯΪϯɾͻ͛ϖϯΪϯ
    δΣϯπʔϖϯΪϯ
    MD஋͕୯Ґۭ͔ؒΒ཭Ε͍ͯ·͢
    

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16. b2220st@aiit.ac.jp
    Advanced Institute of Industrial Technology
    16
    5.5.δΣϯπʔϖϯΪϯσʔλ10ݸ(124ߦ໨ʙʣࠞͥͨΒɺ
    δΣϯπʔϖϯΪϯͱ൑ผͰ͖Δ͔
    ᮢ஋Λ೚ҙͰ4ʹઃఆͯ͠੺ϥΠϯΛҾ͘ɻ
    άϥϑΛ֬ೝ͢Δͱɺਖ਼ৗͱ൑ఆ͕ग़͍ͯ·͢ɻ
    δΣϯπʔϖϯΪϯͱ൑ผͰ͖·͢
    δΣϯπʔϖϯΪϯ
    δΣϯπʔϖϯΪϯ
    MD஋͕୯Ґۭؒ಺ʹଐ͍ͯ͠·͢
    

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17. b2220st@aiit.ac.jp
    Advanced Institute of Industrial Technology
    ࠷ޙʹchatGPTʹࣗ෼ͷॻ͍ͨίʔυΛཁ໿ͯ͠໯͍·ͨ͠
    ཁ໿্खͳchatGPT͞Μ
    

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18. b2220st@aiit.ac.jp
    Advanced Institute of Industrial Technology
    18
    ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ɻ
    

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