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機械学習

 機械学習

FANCOMI

May 22, 2020
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  1. ػցֶश ϑΝϯίϛϡχέʔγϣϯζ αʔϏε։ൃ෦ ઒࡚ɹହҰ ੨ࢁΤϯδχΞษڧձɹػցֶशฤ 

  2. 4FSWJDF%FWFMPQNFOU%FQU ࣗݾ঺հ w ઒࡚ɹହҰ ΍͔Θ  w ࣗশσʔλΤϯδχΞ w ػցֶशʹܞΘ͍ͬͯͨܦݧ͋

    Γ w झຯɿதࠃ݁ɺσʔλϕʔε ʢ3%.4ʣͮ͘Γ w IUUQTXXXZBLBXBJOGP w IUUQTXXXZBLBXBKQ
  3. 4FSWJDF%FWFMPQNFOU%FQU ࣗݾ঺հ w ઒࡚ɹହҰ ΍͔Θ  w ࣗশσʔλΤϯδχΞ w ػցֶशʹܞΘ͍ͬͯͨܦݧ͋

    Γ w झຯɿதࠃ݁ɺσʔλϕʔε ʢ3%.4ʣͮ͘Γ w IUUQTXXXZBLBXBJOGP w IUUQTXXXZBLBXBKQ
  4. 4FSWJDF%FWFMPQNFOU%FQU ػցֶशͬͯ Կ΍ͬͯΔͷʁ ʢڭࢣ͋Γֶशʣ

  5. 4FSWJDF%FWFMPQNFOU%FQU ͜Ε͔ΒͷεϥΠυ͸ɺ ؆୯ʹ͢ΔͨΊݫີੑʹ͚ܽ·͢ ஫ҙ

  6. 4FSWJDF%FWFMPQNFOU%FQU ෼ྨλεΫ ͍͍ײ͡ʹ෼͚ΒΕΔ ͱ͜ΖʹઢΛҾ͘͜ͱ

  7. 4FSWJDF%FWFMPQNFOU%FQU ճؼλεΫ ͍͍ײ͡ʹਖ਼ղͱ͍ۙ ͱ͜ΖʹઢΛҾ͘͜ͱ

  8. 4FSWJDF%FWFMPQNFOU%FQU ͳ͍ͥΖ͍Ζͳछྨ͕͋Δͷ ͔ʁ w ઢͷҾ͖ํͷҧ͍ w ਖ਼ղͱζϨ͕͋ͬͨ৔߹ͷमਖ਼ͷ࢓ํ

  9. 4FSWJDF%FWFMPQNFOU%FQU ໨తม਺ͱಛ௃ྔ ༵೔ ؾԹ ఱؾ ΞΠεΫϦʔϜ ൢചݸ਺   ੖Ε

       Ӎ    ಶΓ  ಛ௃ྔ ໨తม਺
  10. 4FSWJDF%FWFMPQNFOU%FQU ಛ௃ྔΛ૿΍͢ͱ͸ʁ

  11. 4FSWJDF%FWFMPQNFOU%FQU ಛ௃ྔΛݮΒ͢ͱ͸ʁ w ಛ௃ྔ͕૿͑Δͱɺ൚Խੑೳ ͕޲্͠ʹ͘͘ͳΔ w ܭࢉྔ͕૿͑ͯେมʹͳΔ w ϊΠζʹऑ͍ w

    ͍ΘΏΔ࣍ݩͷढ͍ ൚Խੑೳɹʔʔʔɹະ஌σʔλʹର͢Δ༧ଌੑೳ
  12. 4FSWJDF%FWFMPQNFOU%FQU ػցֶश·ͱΊ̍ w ΍ͬͯΔ͜ͱ͸֓೦తʹ͸͘͢͝؆୯ w ͔͠͠ɺઢͷܾΊํɺϖφϧςΟͷ༩͑ํɺਖ਼ଇԽ ͷ࢓ํͳͲʹɺɹͪΐͬͱΘ͔Βͳ͍਺͕ࣜݱΕΔ

  13. 4FSWJDF%FWFMPQNFOU%FQU ػցֶश஫ҙ͢Δ͜ͱ

  14. 4FSWJDF%FWFMPQNFOU%FQU ஫ҙ఺  ಛ௃ྔ͸ͨ͘͞ΜೖΕΕ͹͍͍ͱ͍͏΋ͷͰ͸ͳ ͍  ੑೳධՁ͸ਖ਼͘͠ߦ͏  ݱ࣮తͳϦιʔεͰͰ͖Δͷ͔ؾʹ͢Δ

  15. 4FSWJDF%FWFMPQNFOU%FQU ੑೳධՁ w ͦ΋ͦ΋ੑೳͬͯͳΜͳͷ͔ w ԿͰධՁ͢Δͷ͔ w ৡΕͳ͍ϥΠϯ͸ʁ

  16. 4FSWJDF%FWFMPQNFOU%FQU ෺ޠ ೑Λ৯΂Δͧ

  17. 4FSWJDF%FWFMPQNFOU%FQU ૉࡐ͸Կʁ ೑Λ৯΂Δͧ w ڇ೑ w ಲ೑ w ܲ೑ w

    അ w ழ
  18. 4FSWJDF%FWFMPQNFOU%FQU Ͳ͏΍ͬͯʁ ೑Λ৯΂Δͧ w ͠ΌͿ͠ΌͿ w ম͖೑ w ࣽࠐΈྉཧ w

    Ϣοέ w ࢗ͠਎
  19. 4FSWJDF%FWFMPQNFOU%FQU ख๏͸ద੾ʁ ೑Λ৯΂Δͧ w Ϛον w μΠφϚΠτ w ϑϥΠύϯͱίϯϩ w

    ϗοτϓϨʔτ w ແԎϩʔελʔ w ୸Ր໢ম͖ແԎϩʔελʔ
  20. 4FSWJDF%FWFMPQNFOU%FQU ຊ౰ʹ΍Γ͔ͨͬͨ͜ͱ͸ʁ ೑Λ৯΂Δͧ ෦ԼͱίϛϡχέʔγϣϯΛऔΓ͔ͨͬͨ

  21. 4FSWJDF%FWFMPQNFOU%FQU ஔ͖׵͑Δͱ w ೑Λ৯΂Δͧɹˠɹػցֶशʢ"*ʣΛ͢Δͧ w ೑Λ৯΂ͨɹˠɹؤுͬͨ݁ՌػցֶशΛ΍ͬͯΈ ͨ w ίϛϡχέʔγϣϯΛऔΓ͔ͨͬͨɹˠɹച্Λ্ ͔͛ͨͬͨ

  22. 4FSWJDF%FWFMPQNFOU%FQU ຊ౰ʹͦͷػցֶश ඞཁͰ͔͢ʁ

  23. 4FSWJDF%FWFMPQNFOU%FQU ػցֶशΛ࢝ΊΔલʹ w ໨త͸ܾ·͍ͬͯ·͔͢ʁ w ͲΜͳσʔλ͕ඞཁͰɺͲ͏΍ͬͯऩू͢Δ͔ܾ ·͍ͬͯ·͔͢ʁ w ؔ܎ऀ͸౰ࣄऀҙࣝΛ͍࣋ͬͯ·͔͢ʁ w

    ධՁख๏͸ܾ·͍ͬͯ·͔͢ʁ
  24. 4FSWJDF%FWFMPQNFOU%FQU ͓ΘΓ