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未踏ナイト2018LT「エンジニアリング・リサーチの振り子」

 未踏ナイト2018LT「エンジニアリング・リサーチの振り子」

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Shoya Ishimaru

March 12, 2018
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  1. ΤϯδχΞϦϯάɾϦαʔνͷৼΓࢠ
 ੴؙᠳ໵ ೥౓ະ౿ υΠπਓ޻஌ೳݚڀηϯλʔݚڀһ &OHJOFFSJOH 3FTFBSDI

  2. ΧΠβʔεϥ΢ςϧϯ

  3. None
  4. ະ౿લ͸δϣʔΫΞϓϦ࡞Ո ʁ Ͱͨ͠ νίΫΠΠϫέϩϘ ໿ଋͷ࣌ؒʹ஗Εͨͱ͖ͷ ݴ͍༁Λݕࡧ͢ΔΞϓϦ 3FTU$BTU ࣍ʹτΠϨʹߦͩ͘Ζ͏ ࣌ؒΛ༧ใ͢ΔΞϓϦ ,PUPEBNB

    ৸๥Λޙչͨ͠πΠʔτΛूΊͯ ਂ໷ʹͻͨ͢Β౤ߘ͢Δ໎࿭#PU IUUQTTIPZBJPBQQMJDBUJPOT
  5. ೥౓ະ౿ट౻1.ʮ৺Թܭʯ ηϯαͰه࿥ͨ͠೔ʑͷߦಈϩά͔Β
 ৺ͷঢ়ଶΛఆྔԽͯ͠දࣔ͢ΔΞϓϦ

  6. ৺ͷঢ়ଶͱ೔ʑͷߦಈྔʹ͸૬ޓͷ૬͕ؔ͋Δ 52% 19% 0% 47% 75% 93% 0% 5% 6%

    Predicted class low middle high Actual class high middle low BDDVSBDZ <*TIJNBSVBOE,JTF8").>
  7. ։ൃ੒Ռ ೥౓म࿦ɾະ౿੒Ռใࠂલͷ༷ࢠ म࿦ൃද ৺Թܭͳ͠ ະ౿੒Ռใࠂձ ৺Թܭ͋Γ ৺ԹΛνΣοΫ͠ͳ͕Βੜ׆͢Δ͜ͱͰຊ൪·Ͱߴ೤Λ๷͍ͩ

  8. ະ౿मྃޙʹऔΓ૊ΜͩϓϩδΣΫτ

  9. +*/4.&.&

  10. None
  11. None
  12. ສޠܭ 8PSEPNFUFS ؟ిҐ ໨ͷ·ΘΓͷిѹ Λܭଌ͢Δ͜ͱͰಡΜͩ୯ޠͷྔΛܭଌ ར༻ऀͷֶशσʔλ͕͋Ε͹ ͳ͚Ε͹ͷޡࠩͰਪఆͰ͖Δ C G G

    G G G fixation(஫ࢹ) saccade(ࢹઢҠಈ) <*TIJNBSV ,JO[F ,JTFBOE%FOHFM6CJ$PNQ>
  13. None
  14. ޮ཰తͳ෮शͷͨΊͷओ؍తཧղ౓ਪఆ <:BNBEB ,JTFBOE"VHFSFBV6CJ$PNQ> ར༻ऀͷֶशσʔλ͕͋Ε͹ͷਫ਼౓ͰਪఆͰ͖Δ ֬৴Λ΋ͨͣʹ౴͑ͯؒҧ͑ͨ໰୊ͷྫ ֬৴Λ΋ͬͯ౴͑ͯؒҧ͑ͨ໰୊ͷྫ

  15. ηϯαͷ૊Έ߹ΘͤͰֶशऀͷ৺తঢ়ଶΛηϯγϯά ڵຯ ओ؍٬؍తཧղ౓ ೝ஌ෛՙ ΞΠτϥοΧ αʔϞΧϝϥ ಡΈฦ͠ إԹ౓ ஫ࢹ࣌ؒ <*TIJNBSV

    +BDPC 3PZ #VLIBSJ )FJTFM (SP–NBOO 5IFFT ,VIOBOE%FOHFM)%*>
  16. None
  17. ʮσβΠϯɾΠϊϕʔγϣϯͷৼΓࢠʯ ʮσβΠϯɾΤϯδχΞʯUBLSBN ஌ࣝ ࢹ఺ ख๏ • ෳ؟ࢥߟෳ਺ͷઐ໳෼໺ͷ஌ࣝ &OHJOFFSJOH %FTJHO ʰUBLSBNEFTJHOFOHJOFFSJOHcσβΠϯɾΠϊϕʔγϣϯͷৼΓࢠʱ

    ݱ୅ݐஙՈίϯηϓτɾγϦʔζ • ӽڥੑυϝΠϯ ղ͖ํͷਫฏҠಈ • ௒ӽੑϨΠϠʔ ՝୊ઃఆͷਨ௚Ҡಈ • ϓϩτλΠϐϯάͳͲ
  18. ʮΤϯδχΞϦϯάɾϦαʔνͷৼΓࢠʯ &OHJOFFSJOH 3FTFBSDI • ݚڀͱ։ൃͷࢹ఺Λߦ͖དྷͯ͠໘ന͍΋ͷΛ࡞Δ • ։ൃͷ໰୊ΛݚڀͰ ݚڀͷ໰୊Λ։ൃͰղ͍ͯ͠·͓͏ • ։ൃͷࢹ఺

    • ϓϩτλΠϓ σϞ σʔλܭଌιϑτΛߴ଎Ͱ։ൃ • ࣮ੈքͰूΊͨଟྔͷσʔλʹΑΔػցֶश • ࣮૷΍։ൃΞΠσΞ͔Βੜ·ΕΔ࿦จ ະ౿ΫϦΤʔλ͸ݚڀͱ։ൃΛཱ྆͢ΔݚڀऀΛ໨ࢦͯ͠Έͯ͸ʁ