MT法を用いたパーマーペンギンの種類判別

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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
2. b2220st@aiit.ac.jp Advanced Institute of Industrial Technology chatGPTʹtokyo.RͰൃදʹτϥΠ͢Δ͜ͱʹ͍ͭͯɺฉ͍ͯΈ·ͨ͠ɻ enjoy!!
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
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/
5. b2220st@aiit.ac.jp Advanced Institute of Industrial Technology ͜͜Ͱɺ࠷ۙ஫໨ͷchatGPTʹͦΕͧΕͷಛ௃Λڭ͑ͯ໯͍·͢ Gentoo penguin Adelie penguin Chinstrap penguin ਎ମͷେ͖͞ɺ৭ͳͲ ਎ମతಛ௃ʹҧ͍͕͋ ΔΈ͍ͨͰ͢ɻ
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)
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๏
8. b2220st@aiit.ac.jp Advanced Institute of Industrial Technology 8 3.Gentoo penguinͱAdelie penguinɾChinstrap penguinΛ ਎ମతಛ௃͔ΒMT๏(“ڑ཭”)Ͱ൑ఆͯ͠Έ·͢
9. b2220st@aiit.ac.jp Advanced Institute of Industrial Technology ࠶౓ɺchatGPTʹMT๏ͰύʔϚʔϖϯΪϯͷछྨ൑ผΛߦ͏ͷ͕ద੾ͳͷ͔ฉ͍ͯΈ·͢ લॲཧɺલఏ৚݅ɺ݁Ռͷղऍ ʹؾΛ͚ͭΔඞཁ͕͋ΔΈ͍ͨ Ͱ͢ɻ ൑ผ෼ੳΛ༻͍Δ͜ͱ͕ Ͱ͖Δͱͷ͜ͱͰ͢ɻ
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
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
12. b2220st@aiit.ac.jp Advanced Institute of Industrial Technology 12 5.2.୯Ґۭؒɾ৴߸σʔλ δΣϯπʔϖϯΪϯΛ୯Ґ۠ؒͱͯ͠ɺσʔληοτDͱ͠·͢ɻ ΞσϦʔϖϯΪϯɾͻ͛ϖϯΪϯΛநग़͠ɺ೚ҙͷ̍̌σʔλΛ৴߸σʔλD’ͱ͠·͢ɻ
13. b2220st@aiit.ac.jp Advanced Institute of Industrial Technology 13 <୯Ґۭؒ> <৴߸σʔλ> ΞσϦʔϖϯΪϯɾͻ͛ϖϯΪϯ δΣϯπʔϖϯΪϯ ҟৗͱ൑ఆ͍ͨ͠σʔλ ɹඪຊͱͳΔσʔληοτ
14. b2220st@aiit.ac.jp Advanced Institute of Industrial Technology 14 5.3.୯ҐۭؒͷϚϋϥϊϏεڑ཭ͷܭࢉ δΣϯπʔϖϯΪϯͷ123ݸͷσʔλͷ ϚϋϥϊϏεڑ཭͕ͦΕͧΕ̍ʹ͍ۙ͜ͱ͕ ෼͔Γ·͢ɻ ”୯ҐۭؒͷσʔλͷMD஋͸ฏۉ͕̍ʹͳΔ”
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·͢
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·͢
17. b2220st@aiit.ac.jp Advanced Institute of Industrial Technology ࠷ޙʹchatGPTʹࣗ෼ͷॻ͍ͨίʔυΛཁ໿ͯ͠໯͍·ͨ͠ ཁ໿্खͳchatGPT͞Μ
18. b2220st@aiit.ac.jp Advanced Institute of Industrial Technology 18 ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ɻ