游戲王概率查表

2023-06-18 補(bǔ)充概率表 1.5; 優(yōu)化表格加載速度
2021-09-15 修復(fù)1.4公式錯(cuò)誤(0A0B1+壺不成立)担汤;補(bǔ)充概率表1.4
2021-09-12 表1.1嵌入1.3
2021-09-08 補(bǔ)充概率表 1.3
2021-08-22 補(bǔ)充概率表 1.1, 1.2; 修正1.2簡化公式錯(cuò)誤

最近有在吹逼游戲王相關(guān)娩践,強(qiáng)互動(dòng)的中速策略為主的環(huán)境比較能提起興致,雖然新冠坐牢遙遙無期豫柬,但人還是要有夢想抢腐,沒事做做環(huán)境分析旷档。隨風(fēng)旅鳥這個(gè)策略從發(fā)售后就上位數(shù)寥寥跛璧,日本“權(quán)威”排表中穩(wěn)定二線開外严里,必然是有其致命短板,第一直覺是系統(tǒng)安定性的問題(包含系統(tǒng)初動(dòng)率和抗壓兩個(gè)維度)追城,而初動(dòng)率就達(dá)不到環(huán)境平均水平刹碾,抗壓方面展開鏈條每個(gè)環(huán)節(jié)都吃無效系,沒有單卡補(bǔ)點(diǎn)座柱,只能依賴抹殺迷帜、月書這類系統(tǒng)外對(duì)抗牌,系統(tǒng)雖然不大(14張左右)但初動(dòng)率補(bǔ)助依靠大量壺壓縮卡組(系統(tǒng)能搭載所有種類壺是優(yōu)點(diǎn)色洞,但不得不投入就是缺點(diǎn)了戏锹,尤其對(duì)后手阻抗上手率毫無幫助反而擠占其卡位,已經(jīng)不是Hoban的無腦3Upstart Goblin的時(shí)代了)火诸,系統(tǒng)外卡位相比環(huán)境其他中速策略并沒有優(yōu)勢锦针。就系統(tǒng)初動(dòng)率的問題,臺(tái)北提供了一個(gè)思路,壓縮圍繞場地的2卡combo相關(guān)組件伞插,投入小世界現(xiàn)象補(bǔ)助知更單卡初動(dòng)的思路割粮,我覺得是有其先進(jìn)性的盾碗。小世界能聯(lián)結(jié)系統(tǒng)內(nèi)和系統(tǒng)外形成一個(gè)新的卡片集群媚污,作為新卡的可能性是尚待開發(fā)的。但小世界本質(zhì)也是2卡combo廷雅,需要投入特定中介來擴(kuò)展小世界的配對(duì)范圍耗美,有優(yōu)化手牌結(jié)構(gòu)的作用但cost1手的代價(jià)會(huì)影響其他戰(zhàn)術(shù)目標(biāo)的達(dá)成。光空口白話列舉優(yōu)劣是很難得出有效的結(jié)論的航缀,還是需要將不同構(gòu)筑投射到同一的測度空間進(jìn)行直接比較商架,從點(diǎn)到面建構(gòu)出一個(gè)更直觀的認(rèn)識(shí)。

1 概率表

先把一些常見的組合情況做個(gè)列舉芥玉,后面案例分析時(shí)會(huì)引用蛇摸。

1.1 起手單卡

D = deck size,40 \leq D \leq 60

H = hand size灿巧,先手5赶袄,后手6

前提

  • 一個(gè)目標(biāo)卡片門類投入n張

P[起手1+] =

\frac{\sum_{i=1}^{\min(n,H)}\binom{n}{i} \cdot \binom{D -n}{H-i}}{\binom{D}{H}}

= 1 - P[起手0] =

1 - \frac{\binom{n}{0} \cdot \binom{D -n}{H}}{\binom{D}{H}}

n prob
1 12.50%
2 23.72%
3 33.76%
4 42.71%
5 50.66%
6 57.71%
7 63.93%
8 69.40%
9 74.18%
10 78.34%

1.2 起手2卡combo

前提

  • 兩個(gè)目標(biāo)卡片門類(A和B),各投入n和m張

P[起手各1+] =

\frac { {\color{blue}\sum}_{i=1}^{\min(n,H)} {\color{blue}(} \binom{n}{i} \cdot {\color{red}\sum}_{j=1}^{\min(m,H-i)} {\color{red}(} \binom{m}{j} \cdot \binom{D-n-m}{H-i-j} {\color{red})} {\color{blue})} } {\binom{D}{H}}

= 1 - P[起手0A 1+B] - P[起手1+A 0B] - P[起手0A 0B]

暫不考慮(D-n-m) < H的情況

n \ m 1 2 3 4 5 6 7 8 9 10
1 \color{blue}{1.28\%} 2.46% 3.55% 4.54% 5.45% 6.28% 7.04% 7.72% 8.34% 8.89%
2 \color{blue}{2.46\%} \color{blue}{4.73\%} 6.81% 8.71% 10.45% 12.03% 13.47% 14.77% 15.94% 17.00%
3 3.55% \color{blue}{6.81\%} \color{blue}{9.80\%} 12.53% 15.02% 17.29% 19.34% 21.20% 22.87% 24.37%
4 4.54% 8.71% \color{blue}{12.53\%} \color{blue}{16.02\%} 19.19% 22.08% 24.69% 27.04% 29.15% 31.05%
5 5.45% 10.45% 15.02% \color{blue}{19.19\%} \color{blue}{22.99\%} 26.42% 29.53% 32.33% 34.84% 37.08%
6 6.28% 12.04% 17.29% 22.08% \color{blue}{26.43\%} \color{blue}{30.36\%} 33.91% 37.11% 39.97% 42.52%
7 7.04% 13.47% 19.35% 24.69% 29.53% \color{blue}{33.92\%} \color{blue}{37.86\%} 41.40% 44.57% 47.39%
8 7.73% 14.78% 21.21% 27.05% 32.34% 37.11% \color{blue}{41.41\%} \color{blue}{45.26\%} 48.70% 51.75%
9 8.35% 15.96% 22.89% 29.17% 34.86% 39.98% 44.59% \color{blue}{48.71\%} \color{blue}{52.38\%} 55.63%
10 8.93% 17.04% 24.41% 31.09% 37.12% 42.55% 47.43% 51.78% \color{blue}{55.65\%} \color{blue}{59.08\%}
  • 在同樣卡位(n + m)的情況下抠藕,盡可能選擇對(duì)角線上的組合( | n - m | \leq 1 )來最大化概率

1.3 壺補(bǔ)助單卡起手

前提

  • 目標(biāo)卡片門類投入n張

  • 壺投入u張

    • 效果翻/抽V張

P[前H張中0目標(biāo)卡1+壺饿肺,后V張中1+目標(biāo)卡] =

\frac { \binom{n}{0} \cdot {\color{blue}\sum}_{i=1}^{\min(u,H)} {\color{blue}(} \binom{u}{i} \cdot \binom{D -n-u}{H-i} \cdot {\color{red}\sum}_{j=1}^{\min(n,V)} {\color{red}(} \binom{n}{j} \cdot \binom{D-H-n}{V-j} {\color{red})} {\color{blue})} } {\binom{D}{H+V} \cdot \binom{H+V}{H} = \binom{D}{H} \cdot \binom{D-H}{V}}

  • 底數(shù)兩種算法是一樣的,所以用等號(hào)標(biāo)注

    • 取(H+V)張盾似,選其中H張為前H張敬辣,剩下自然為后V張

    • 先取H張,然后從剩余的(D-H)張中取V張

  • 暫時(shí)想不出簡化公式(懶

1.3.1 強(qiáng)金/強(qiáng)貪 (v=2)

n \ u 0 1 2 3
1 12.50% +0.64% +1.21% +1.73%
2 23.72% +1.13% +2.14% +3.03%
3 33.76% +1.49% +2.81% +3.99%
4 42.71% +1.74% +3.28% +4.64%
5 50.66% +1.90% +3.57% +5.04%
6 57.71% +1.98% +3.71% +5.23%
7 63.93% +1.99% +3.74% +5.26%
8 69.40% +1.96% +3.67% +5.15%
9 74.18% +1.89% +3.53% +4.94%
10 78.34% +1.79% +3.33% +4.65%

1.3.2 強(qiáng)謙/金謙 (v=3)

n \ u 0 1 2 3
1 12.50% +0.96% +1.82% +2.59%
2 23.72% +1.67% +3.16% +4.48%
3 33.76% +2.17% +4.09% +5.80%
4 42.71% +2.49% +4.70% +6.65%
5 50.66% +2.68% +5.04% +7.11%
6 57.71% +2.75% +5.16% +7.27%
7 63.93% +2.73% +5.12% +7.20%
8 69.40% +2.64% +4.95% +6.94%
9 74.18% +2.51% +4.69% +6.56%
10 78.34% +2.34% +4.36% +6.09%

1.3.3 金謙 (v=6)

n \ u 0 1 2 3
1 12.50% +1.92% +3.64% +5.18%
2 23.72% +3.19% +6.03% +8.56%
3 33.76% +3.95% +7.47% +10.58%
4 42.71% +4.35% +8.20% +11.60%
5 50.66% +4.47% +8.41% +11.88%
6 57.71% +4.40% +8.26% +11.65%
7 63.93% +4.20% +7.87% +11.07%
8 69.40% +3.91% +7.32% +10.27%
9 74.18% +3.57% +6.67% +9.34%
10 78.34% +3.22% +5.99% +8.36%
  • 真滴強(qiáng)零院,3-3就能達(dá)到10%的補(bǔ)助溉跃,注意這不光是對(duì)單一戰(zhàn)術(shù)目標(biāo)的提升,而是全局buff
  • 壺的共同弱點(diǎn)告抄,后攻無法補(bǔ)助手坑上手率撰茎,但可以補(bǔ)助解場牌
  • 目標(biāo)卡投入量超過5時(shí),補(bǔ)助效率開始衰減玄妈,要結(jié)合表1.1來看

1.4 壺補(bǔ)助2卡combo起手

前提

  • 兩個(gè)目標(biāo)卡片門類(A和B)乾吻,各投入n和m張

  • 壺投入u張

    • 效果翻/抽V張

P[前H張中0A 1+B 1+壺,后V張中1+A] + P[前H張中1+A 0B 1+壺拟蜻,后V張中1+B] =

\frac { \binom{n}{0} \cdot {\color{blue}\sum}_{i=1}^{\min(u,H)} {\color{blue}(} \binom{u}{i} \cdot {\color{red}\sum}_{j=1}^{\min(m,H-i)} {\color{red}(} \binom{m}{j} \cdot \binom{D-n-m-u}{H-i-j} \cdot {\color{green}\sum}_{k=1}^{\min(n,V)} {\color{green}(} \binom{n}{k} \cdot \binom{D-H-n}{V-k} {\color{green})} {\color{red})} {\color{blue})} } {\binom{D}{H+V} \cdot \binom{H+V}{H} = \binom{D}{H} \cdot \binom{D-H}{V}} \\ + \frac { \binom{m}{0} \cdot {\color{blue}\sum}_{i=1}^{\min(u,H)} {\color{blue}(} \binom{u}{i} \cdot {\color{red}\sum}_{j=1}^{\min(n,H-i)} {\color{red}(} \binom{n}{j} \cdot \binom{D-n-m-u}{H-i-j} \cdot {\color{green}\sum}_{k=1}^{\min(m,V)} {\color{green}(} \binom{m}{k} \cdot \binom{D-H-m}{V-k} {\color{green})} {\color{red})} {\color{blue})} } {\binom{D}{H+V} \cdot \binom{H+V}{H} = \binom{D}{H} \cdot \binom{D-H}{V}}

  • 兩項(xiàng)僅僅交換了n和m的位置

  • 暫時(shí)想不出簡化公式(懶

1.4.1 強(qiáng)金/強(qiáng)貪 (v=2)

1.4.1.1 投入1枚 (u=1)
n \ m 1 2 3 4 5 6 7 8 9 10
1 +0.13% +0.25% +0.35% +0.44% +0.51% +0.57% +0.62% +0.66% +0.69% +0.71%
2 +0.25% +0.47% +0.65% +0.81% +0.94% +1.05% +1.14% +1.20% +1.26% +1.30%
3 +0.35% +0.65% +0.91% +1.12% +1.30% +1.45% +1.57% +1.66% +1.73% +1.77%
4 +0.44% +0.81% +1.12% +1.39% +1.60% +1.78% +1.92% +2.02% +2.10% +2.15%
5 +0.51% +0.94% +1.30% +1.60% +1.85% +2.05% +2.20% +2.31% +2.40% +2.45%
6 +0.57% +1.05% +1.45% +1.78% +2.05% +2.26% +2.42% +2.54% +2.62% +2.67%
7 +0.62% +1.14% +1.57% +1.92% +2.20% +2.42% +2.58% +2.70% +2.78% +2.83%
8 +0.66% +1.20% +1.66% +2.02% +2.31% +2.54% +2.70% +2.82% +2.89% +2.93%
9 +0.69% +1.26% +1.73% +2.10% +2.40% +2.62% +2.78% +2.89% +2.95% +2.98%
10 +0.71% +1.30% +1.77% +2.15% +2.45% +2.67% +2.83% +2.93% +2.98% +3.00%
1.4.1.2 投入2枚 (u=2)
n \ m 1 2 3 4 5 6 7 8 9 10
1 +0.26% +0.48% +0.67% +0.84% +0.97% +1.09% +1.18% +1.25% +1.31% +1.35%
2 +0.48% +0.90% +1.25% +1.55% +1.80% +2.00% +2.16% +2.29% +2.39% +2.47%
3 +0.67% +1.25% +1.74% +2.15% +2.49% +2.76% +2.98% +3.15% +3.28% +3.37%
4 +0.84% +1.55% +2.15% +2.65% +3.06% +3.39% +3.65% +3.84% +3.99% +4.08%
5 +0.97% +1.80% +2.49% +3.06% +3.52% +3.89% +4.18% +4.39% +4.54% +4.64%
6 +1.09% +2.00% +2.76% +3.39% +3.89% +4.28% +4.59% +4.81% +4.96% +5.04%
7 +1.18% +2.16% +2.98% +3.65% +4.18% +4.59% +4.89% +5.11% +5.25% +5.33%
8 +1.25% +2.29% +3.15% +3.84% +4.39% +4.81% +5.11% +5.32% +5.45% +5.51%
9 +1.31% +2.39% +3.28% +3.99% +4.54% +4.96% +5.25% +5.45% +5.56% +5.60%
10 +1.35% +2.47% +3.37% +4.08% +4.64% +5.04% +5.33% +5.51% +5.60% +5.62%
1.4.1.3 投入3枚 (u=3)
n \ m 1 2 3 4 5 6 7 8 9 10
1 +0.37% +0.69% +0.97% +1.20% +1.39% +1.56% +1.69% +1.79% +1.87% +1.93%
2 +0.69% +1.29% +1.79% +2.22% +2.57% +2.86% +3.09% +3.28% +3.41% +3.51%
3 +0.97% +1.79% +2.49% +3.08% +3.56% +3.95% +4.26% +4.49% +4.67% +4.79%
4 +1.20% +2.22% +3.08% +3.79% +4.37% +4.83% +5.20% +5.47% +5.67% +5.80%
5 +1.39% +2.57% +3.56% +4.37% +5.02% +5.55% +5.95% +6.24% +6.45% +6.58%
6 +1.56% +2.86% +3.95% +4.83% +5.55% +6.10% +6.52% +6.83% +7.03% +7.15%
7 +1.69% +3.09% +4.26% +5.20% +5.95% +6.52% +6.95% +7.25% +7.44% +7.54%
8 +1.79% +3.28% +4.49% +5.47% +6.24% +6.83% +7.25% +7.54% +7.71% +7.78%
9 +1.87% +3.41% +4.67% +5.67% +6.45% +7.03% +7.44% +7.71% +7.85% +7.89%
10 +1.93% +3.51% +4.79% +5.80% +6.58% +7.15% +7.54% +7.78% +7.89% +7.91%

1.4.2 強(qiáng)謙/金謙 (v=3)

1.4.2.1 投入1枚 (u=1)
n \ m 1 2 3 4 5 6 7 8 9 10
1 +0.20% +0.37% +0.52% +0.64% +0.74% +0.83% +0.89% +0.95% +0.99% +1.02%
2 +0.37% +0.69% +0.96% +1.18% +1.36% +1.51% +1.63% +1.72% +1.79% +1.84%
3 +0.52% +0.96% +1.32% +1.63% +1.87% +2.07% +2.22% +2.34% +2.42% +2.49%
4 +0.64% +1.18% +1.63% +1.99% +2.28% +2.51% +2.69% +2.83% +2.92% +2.98%
5 +0.74% +1.36% +1.87% +2.28% +2.61% +2.87% +3.06% +3.20% +3.30% +3.36%
6 +0.83% +1.51% +2.07% +2.51% +2.87% +3.14% +3.34% +3.48% +3.57% +3.62%
7 +0.89% +1.63% +2.22% +2.69% +3.06% +3.34% +3.54% +3.67% +3.76% +3.79%
8 +0.95% +1.72% +2.34% +2.83% +3.20% +3.48% +3.67% +3.80% +3.87% +3.89%
9 +0.99% +1.79% +2.42% +2.92% +3.30% +3.57% +3.76% +3.87% +3.92% +3.93%
10 +1.02% +1.84% +2.49% +2.98% +3.36% +3.62% +3.79% +3.89% +3.93% +3.92%
1.4.2.2 投入2枚 (u=2)
n \ m 1 2 3 4 5 6 7 8 9 10
1 +0.39% +0.72% +1.00% +1.23% +1.42% +1.58% +1.70% +1.80% +1.88% +1.94%
2 +0.72% +1.33% +1.83% +2.26% +2.60% +2.88% +3.10% +3.27% +3.40% +3.49%
3 +1.00% +1.83% +2.53% +3.10% +3.57% +3.94% +4.23% +4.45% +4.61% +4.72%
4 +1.23% +2.26% +3.10% +3.80% +4.35% +4.79% +5.12% +5.37% +5.54% +5.66%
5 +1.42% +2.60% +3.57% +4.35% +4.97% +5.45% +5.81% +6.07% +6.25% +6.35%
6 +1.58% +2.88% +3.94% +4.79% +5.45% +5.96% +6.33% +6.59% +6.75% +6.84%
7 +1.70% +3.10% +4.23% +5.12% +5.81% +6.33% +6.70% +6.95% +7.10% +7.16%
8 +1.80% +3.27% +4.45% +5.37% +6.07% +6.59% +6.95% +7.18% +7.30% +7.33%
9 +1.88% +3.40% +4.61% +5.54% +6.25% +6.75% +7.10% +7.30% +7.39% +7.39%
10 +1.94% +3.49% +4.72% +5.66% +6.35% +6.84% +7.16% +7.33% +7.39% +7.35%
1.4.2.3 投入3枚 (u=3)
n \ m 1 2 3 4 5 6 7 8 9 10
1 +0.56% +1.03% +1.43% +1.76% +2.04% +2.26% +2.44% +2.58% +2.69% +2.77%
2 +1.03% +1.90% +2.63% +3.23% +3.73% +4.12% +4.43% +4.67% +4.85% +4.98%
3 +1.43% +2.63% +3.63% +4.45% +5.11% +5.63% +6.04% +6.34% +6.57% +6.72%
4 +1.76% +3.23% +4.45% +5.43% +6.22% +6.83% +7.30% +7.65% +7.89% +8.04%
5 +2.04% +3.73% +5.11% +6.22% +7.09% +7.77% +8.28% +8.64% +8.88% +9.01%
6 +2.26% +4.12% +5.63% +6.83% +7.77% +8.48% +9.00% +9.36% +9.58% +9.69%
7 +2.44% +4.43% +6.04% +7.30% +8.28% +9.00% +9.52% +9.86% +10.05% +10.12%
8 +2.58% +4.67% +6.34% +7.65% +8.64% +9.36% +9.86% +10.17% +10.32% +10.35%
9 +2.69% +4.85% +6.57% +7.89% +8.88% +9.58% +10.05% +10.32% +10.43% +10.41%
10 +2.77% +4.98% +6.72% +8.04% +9.01% +9.69% +10.12% +10.35% +10.41% +10.34%

1.4.3 金謙 (v=6)

1.4.3.1 投入1枚 (u=1)
n \ m 1 2 3 4 5 6 7 8 9 10
1 +0.40% +0.73% +1.00% +1.21% +1.38% +1.52% +1.63% +1.71% +1.78% +1.83%
2 +0.73% +1.32% +1.79% +2.16% +2.46% +2.69% +2.86% +3.00% +3.10% +3.18%
3 +1.00% +1.79% +2.41% +2.90% +3.28% +3.57% +3.78% +3.95% +4.06% +4.14%
4 +1.21% +2.16% +2.90% +3.47% +3.90% +4.22% +4.45% +4.62% +4.73% +4.80%
5 +1.38% +2.46% +3.28% +3.90% +4.36% +4.69% +4.93% +5.08% +5.17% +5.22%
6 +1.52% +2.69% +3.57% +4.22% +4.69% +5.02% +5.24% +5.38% +5.44% +5.46%
7 +1.63% +2.86% +3.78% +4.45% +4.93% +5.24% +5.44% +5.55% +5.58% +5.57%
8 +1.71% +3.00% +3.95% +4.62% +5.08% +5.38% +5.55% +5.62% +5.62% +5.57%
9 +1.78% +3.10% +4.06% +4.73% +5.17% +5.44% +5.58% +5.62% +5.59% +5.50%
10 +1.83% +3.18% +4.14% +4.80% +5.22% +5.46% +5.57% +5.57% +5.50% +5.38%
1.4.3.2 投入2枚 (u=2)
n \ m 1 2 3 4 5 6 7 8 9 10
1 +0.78% +1.41% +1.91% +2.32% +2.64% +2.90% +3.11% +3.27% +3.40% +3.49%
2 +1.41% +2.53% +3.43% +4.14% +4.69% +5.13% +5.46% +5.72% +5.91% +6.05%
3 +1.91% +3.43% +4.62% +5.54% +6.26% +6.80% +7.21% +7.51% +7.72% +7.87%
4 +2.32% +4.14% +5.54% +6.62% +7.43% +8.04% +8.47% +8.78% +8.98% +9.10%
5 +2.64% +4.69% +6.26% +7.43% +8.30% +8.93% +9.36% +9.64% +9.81% +9.89%
6 +2.90% +5.13% +6.80% +8.04% +8.93% +9.54% +9.95% +10.19% +10.30% +10.32%
7 +3.11% +5.46% +7.21% +8.47% +9.36% +9.95% +10.30% +10.49% +10.54% +10.50%
8 +3.27% +5.72% +7.51% +8.78% +9.64% +10.19% +10.49% +10.61% +10.60% +10.49%
9 +3.40% +5.91% +7.72% +8.98% +9.81% +10.30% +10.54% +10.60% +10.52% +10.34%
10 +3.49% +6.05% +7.87% +9.10% +9.89% +10.32% +10.50% +10.49% +10.34% +10.10%
1.4.3.3 投入3枚 (u=3)
n \ m 1 2 3 4 5 6 7 8 9 10
1 +1.12% +2.02% +2.75% +3.33% +3.79% +4.16% +4.45% +4.68% +4.85% +4.99%
2 +2.02% +3.64% +4.92% +5.93% +6.72% +7.34% +7.81% +8.17% +8.44% +8.63%
3 +2.75% +4.92% +6.62% +7.94% +8.95% +9.72% +10.29% +10.71% +11.00% +11.20%
4 +3.33% +5.93% +7.94% +9.47% +10.62% +11.47% +12.08% +12.50% +12.78% +12.94%
5 +3.79% +6.72% +8.95% +10.62% +11.85% +12.73% +13.33% +13.71% +13.93% +14.03%
6 +4.16% +7.34% +9.72% +11.47% +12.73% +13.59% +14.14% +14.47% +14.61% +14.63%
7 +4.45% +7.81% +10.29% +12.08% +13.33% +14.14% +14.63% +14.88% +14.93% +14.86%
8 +4.68% +8.17% +10.71% +12.50% +13.71% +14.47% +14.88% +15.03% +14.99% +14.81%
9 +4.85% +8.44% +11.00% +12.78% +13.93% +14.61% +14.93% +14.99% +14.85% +14.57%
10 +4.99% +8.63% +11.20% +12.94% +14.03% +14.63% +14.86% +14.81% +14.57% +14.21%

1.5 滿編卡上手復(fù)數(shù)

前提

  • 有n種類卡片滿編投入(3張)

P[前H張中任意種類上手2或3的概率] =

\frac{\sum_{i=2}^3{\binom{n}{1} \cdot \binom{3}{i} \cdot \binom{D - 3}{H - i} }}{\binom{D}{H}}

n \ H 5 (先手) 6 (后手)
1 3.64% 5.36%
2 7.29% 10.73%
3 10.93% 16.09%
4 14.57% 21.46%
5 18.22% 26.82%
6 21.86% 32.19%
7 25.51% 37.55%
8 29.15% 42.91%
9 32.79% 48.28%
10 36.44% 53.64%
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