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おちんぎんで見るプロ野球
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hiro.i2
November 02, 2019
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おちんぎんで見るプロ野球
hiro.i2
November 02, 2019
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Transcript
͓ͪΜ͗Μ ͰݟΔϓϩٿ 4QPSUT"OBMZTU.FFUVQ IJSPJʢ!ZPVKP@%4ʣ
ࣗݾհ ‣ ໊લ ▸▸ ઘԬྱཧ / Hiromichi Izuoka ▸ ܦྺ
▸▸ ݐઃίϯαϧλϯτˠࣗܯඋһˠ ɹɹ ϑϩϯτΤϯδχΞˠσʔλαΠΤϯςΟετ ▸ උߟ ▸▸ ٿ͖ ▸▸ ΦϦοΫεϑΝϯ ▸▸ ߴߍٿ͖ʢஐֶԂग़ʣ ▸▸ Kaggle͕͖ʢۜ̍͜ʣ @youjo_DS
Έͳ͞Μʹͭ͠ΜͰ͢ʂ
͜Μͳ͜ͱ͓ͬͨ͜ͱ͋Γ·ͤΜ͔ʁ ͏Θɺࢲͷऩ͗͢…ʁ ※ࢲ͠ΐͬͪΎ͏͋Γ·͢
ϓϩٿબखࢥ͍ͬͯΔʢൈਮʣ ‣ ʮҙݴ༿Ͱͳ͘ɺֹۚʯ ‣ ʮ৴͡ΒΕΜɻࢮͷ͏͔ͱࢥͬͨɻʯ ‣ ʮ͕ࣗࢥ͍ͬͯΔͷͱ͕ࠩ͋ͬͨɻʯ ‣ ʮ͓͔͍͠…͜Μͳ͜ͱڐ͞Εͳ͍…ʯ ‣
ʮAٿஂ͔ΒҙΛײ͡ΒΕͳ͔ͬͨɻʯ ‣ ʮ͜ΕͳΒ༏উ૪͍͠ͳ͚ΕΑ͔ͬͨͱࢥͬͯ͠·͏ɻʯ ‣ ʮܞଳిձࣾͱҰॹͰ͢Αɻ৽نՃೖͷਓʹ༏ͯ͘͠طଘͷਓʹͦͷ··ɻʯ
ࠓͷϞνϕʔγϣϯ ͠ϓϩٿ͕ ೳྗʹԠͯ͡ څྉ͕ࢧΘΕΔੈքͳΒɺ બखͬͱͤʹͳΕΔͣ
ͳʹΛ͠Βͨͷʁ ‣ 2018ͷʹج͍ͮͨࠓγʔζϯͷเ ‣ เͷ ‣ เͱͷؔ ‣ ͍͔͍ͤ͞͠ ‣
·ͱΊ
ͳʹΛ͠Βͨͷʁ ‣ 2018ͷʹج͍ͮͨࠓγʔζϯͷเ ‣ เͷ ‣ เͱͷؔ ‣ ͍͔͍ͤ͞͠ ‣
·ͱΊ
2019 เͷώετάϥϜ ੁख
2019 เͷώετάϥϜ ੁख গ͠ࢁ͕Ͱ͖Δ
2019 เͷώετάϥϜʢٿஂผʣ
2019 เͷώετάϥϜʢٿஂผʣ ࢁ͕Ͱ͖ͳ͍νʔϜ ࠷ߴเ̎ԯԁʂ มͳܗ
ͳʹΛ͠Βͨͷʁ ‣ 2018ͷʹج͍ͮͨࠓγʔζϯͷเ ‣ เͷ ‣ เͱͷؔ ‣ ͍͔͍ͤ͞͠ ‣
·ͱΊ
เͱ૬ؔͷߴ͍ࢦඪʁʢखฤʣ શٿஂ ٿஂผ
เͱ૬ؔͷߴ͍ࢦඪʁʢखฤʣ XR: ɹ0.50×୯ଧ ʴ0.72×ೋྥଧ ʴ1.04×ࡾྥଧ ʴ1.44×ຊྥଧ ʴ0.34×ʢ࢛ٿʴࢮٿʵܟԕ࢛ٿʣ ʴ0.25×ܟԕ࢛ٿ ʴ0.18×౪ྥ ʴ0.37×٘ඈ
ʴ0.04×٘ଧ ʵ0.32×౪ྥࢮ ʵ0.090×ʢଧʵ҆ଧʵࡾৼʣ ʵ0.098×ࡾৼ ʵ0.37×ซࡴଧ ಘྗ Λද͢ࢦඪ શٿஂ
เͱ૬ؔͷߴ͍ࢦඪʁʢखฤʣ શٿஂ ٿஂผ
เͱ૬ؔͷߴ͍ࢦඪʁʢखฤʣ ‣ ࡕਆͱ͋·ΓධՁ ʹؔͳͦ͞͏ͳࢦඪ͕ ૬ؔߴ͘ग़͍ͯΔ ٿஂผ ɺྸ ɺମॏ
เͱ૬ؔͷߴ͍ࢦඪʁʢखฤʣ ‣ ϠΫϧτଞٿஂͱൺֱ ͯ͠XR͕เͱͷ૬͕ؔ ߴ͍ʢ12ٿஂτοϓͷ 0.92ʣ ٿஂผ
ଧͱเ
เͱ૬ؔͷߴ͍ࢦඪʁʢखฤʣ શٿஂ ٿஂผ
เͱ૬ؔͷߴ͍ࢦඪʁʢखฤʣ KDʢখদࣜυωʔγϣϯʣ: ɹʢٿճ×3ʣ ʴʢউརʴϗʔϧυʴηʔϒʣ×10 ※ খদࣜυωʔγϣϯʹ͍ͭͯ͠ग़͢ͱ͘ͳΔͷ Ͱઆ໌ׂѪ͠·͢ɻ શٿஂ
เͱ૬ؔͷߴ͍ࢦඪʁʢखฤʣ ‣ ׂʹΑ͕ͬͯҟͳΔɻ ‣ XR ಉ༷ʹɺखݸਓͷޚྗউརͷߩݙΛ ද͢ࢦඪΛՃͯ͋͛͠Δͱ໘നͦ͏ɻ ‣ FIP͕ͦΕʹ͍͕ۙܭࢉࣜͷதʹޚؚ͕·Ε ͍ͯͨΓɺ࠷ऴతʹΠχϯάͰঃࢉ͍ͯ͠Δ͜
ͱ͔Β͋·Γ૬͕ؔग़ͳ͔ͬͨՄೳੑ͕͋Δɻ KDʢখদࣜυωʔγϣϯʣ: ɹʢٿճ×3ʣ ʴʢউརʴϗʔϧυʴηʔϒʣ×10 શٿஂ
เͱ૬ؔͷߴ͍ࢦඪʁʢखฤʣ ‣ DeNA͕QSɺHQSͷ ࢦඪͦͷଞউརʹؔΘ Δࢦඪͱเͱͷ૬͕ؔ ߴ͍ڵຯਂ͍ ٿஂผ
খদࣜυωʔγϣϯͱเ
ͳʹΛ͠Βͨͷʁ ‣ 2018ͷʹج͍ͮͨࠓγʔζϯͷเ ‣ เͷ ‣ เͱͷؔ ‣ ͍͔͍ͤ͞͠ ‣
·ͱΊ
ଧͱเ
ଧͱเ ༗גκʔϯ ͳʹαϘͬͯΜͶΜ ٿքද
͍͞͠ੈք ༗גκʔϯ ͳʹαϘͬͯΜͶΜ ٿքද
ͳʹΛ͠Βͨͷʁ ‣ 2018ͷʹج͍ͮͨࠓγʔζϯͷเ ‣ เͷ ‣ เͱͷؔ ‣ ͍͔͍ͤ͞͠ ‣
·ͱΊ
·ͱΊ ‣ ̍ԯԁલޙͰͷࢁ͕গ͠Ͱ͖Δ ‣ ٿஂʹΑͬͯเͷࢉग़ʹಛ৭͕ग़Δ ‣ खׂͷ֞ࠜΛͳ͘͢ࢦඪΛ୳͍ͨ͠ ‣ ͏ͪΐͬͱΒͬͯྑͦ͞͏ͳબख͕··͍Δ ‣
αϘͬͯΔ͕͍ͭΔ ‣ ػցֶशͰ༧ଌͯ͠ΈΔͱ͓͠Ζͦ͏ʢFuture Workʣ
เΛ༧ଌ͢Δͱ… ‣ ٿஂαΠυ ▸▸ ແବͳ͓ͪΜ͗ΜΛΘͳͯ͘ྑ͘ͳΔ ‣ બखαΠυ ▸▸ ʮ͋ͷٿஂͳΒ͜Ε͘Β͍ग़͢ʯͱમಆͷ೩ྉʹͳΔ
APPENDIX
ࢮ͵΄Ͳࡶͳࢦඪղઆʢଧऀฤʣ ུশ ຊޠ໊ "WH ଧ ( ࢼ߹ 1" ଧ੮ "#
ଧ 3 ಘ ) ҆ଧ *') ҆ଧ *') ҆ଧ # ೋྥଧ # ࡾྥଧ )3 ຊྥଧ 5# ྥଧ 3#* ଧ 40 ࡾৼ ## ࢛ٿ *## ܟԕ )#1 ࢮٿ 4"$ ٘ଧ 4' ٘ඈ 4# ౪ྥ $4 ౪ྥࢮ 4# ౪ྥޭ & Τϥʔग़ྥ 1# ัҳ %1 ซࡴଧ ུশ ຊޠ໊ આ໌ 341 ಘݍଧ 0#1 ग़ྥ 4-( ଧ 014 ଧ /0* 0#1 4-( (1" 0#1 4-( 3$ ಘೳྗධՁࢦඪ 3$ ಘೳྗධՁࢦඪ 93 ಘೳྗධՁࢦඪ 93 ಘೳྗධՁࢦඪ 3$"" ಘೳྗධՁࢦඪ 93 ಘೳྗධՁࢦඪ 3$8*/ ಘೳྗධՁࢦඪ 938*/ ಘೳྗධՁࢦඪ #"#*1 ΠϯϑΟʔϧυଧ ##, ࢛ٿ×ࡾৼ *TP% ग़ྥೳྗධՁࢦඪ 1"## ଧ੮×࢛ٿ 1", ଧ੮×ࡾৼ *TP1 ଧྗධՁࢦඪ "#)3 ຊྥଧ 4FD" ଧྗධՁࢦඪ 5" ྥΛՔ͙ೳྗ 14 ύϫʔͱεϐʔυ
ࢮ͵΄Ͳࡶͳࢦඪղઆʢखฤʣ ུশ ຊޠ໊ &3" ޚ ( ࢼ߹ 4UBSUFS ઌൃొ൘ 3FMJFG
ٹԉొ൘ $1JUDI ࿈ 8 উར - ઢ )-% ϗʔϧυ 4 ηʔϒ )1 ϗʔϧυϙΠϯτ 41 ηʔϒϙΠϯτ 38 ٹԉউར 3- ٹԉઢ $( 4)0 ෧ OP## ແ࢛ٿࢼ߹ 81$5 উ *1 Πχϯά 5#' ରઓଧऀ /1 ٿ 1@*1 ٿʢ̍Πχϯάʣ ) ඃ҆ଧ )3 ඃຊྥଧ 40 ࡾৼ ## ༩࢛ٿ *## ܟԕ )# ༩ࢮٿ ུশ ຊޠ໊ આ໌ 81 #, ϘʔΫ 3 ࣦ &3 ࣗ 8)*1 24 ̒ճࣦ̏ୡ )24 ̒ճࣦ̎ୡ 424 ̓ճࣦ̏ୡ "WH ඃଧ #"#*1 ΠϯϑΟʔϧυඃଧ 0#1 ඃग़ྥ 4-( ඃଧ ,@## ࡾৼ×࢛ٿ ,@ ̕Πχϯά͋ͨΓͷࡾৼ ##@ ̕Πχϯά͋ͨΓͷ࢛ٿ )3@ ̕Πχϯά͋ͨΓͷඃຊྥଧ (0@"0 ΰϩΞτ×ϑϥΠΞτ 34/ ԉޢ *13 ٹԉٿճ×ٹԉࣦ /)# ٹԉແ҆ଧແ࢛ٿ '*1 खͷӨڹΛഉআͨ͠ࢦඪ -0# ྥ 34"" Ϧʔάͷฏۉతͳखͱൺֱͯ͠ 34""ͲͷఔࣦΛ૿ݮ͔ͤͨ͞ 348*/ԿউͨΒ͔ͨ͠ 13ͲͷఔࣗΛ૿ݮ͔ͤͨ͞ 348*/ 13 ,% খদࣜυωʔγϣϯ
͝ਗ਼ௌ ͋Γ͕ͱ͏͍͟͝·ͨ͠