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- ひろみ ももき
- 5 years ago
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4 1 [9] [13] ,326 [14] [11] 7Lite[10] 7Lite Lite 1.1 7Lite Web groovy life[3] 1
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7 1.3: 50 7! Seed: : 13/03/19 4
8 2 [16] 16 BOSS AQUOS 2.1 [15] 4 [12] 12 5
9 2.2 [14] SVM
10 [6] 1403 [8] Wikipedia[5] 431 [7] Wikipedia[5] Web ゲーム ディズニー サンリオ 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% 3.1: 7
11 Yes No [14] 8
12 ゲーム スコア : 0 ディズニー サンリオ 全体 % 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% 3.2: X Y 1 X Y 2 X Y X Y B 0.70 B 9
13 ゲーム 人 ディズニー 人 2 人 サンリオ 人 4 人 5 人 全体 % 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% 3.3: 3.1: A B C D E A B C D E A 0.76 B C 0.75 B D 0.62 B E
14 全体ゲームディズニーサンリオ 誰も想起せず 1 人まで 2 人まで 3 人まで 4 人まで想起考慮なし 3.4: % % % 11
15 ( 27%) 671 ( 73%) A B [14] C Support Vector Machine( SVM) Classias[2] 12
16 4.1: [14] KanaUni KanaBi RomaUni RomaBi romkan.py[4] Repeat Repeat Length 13
17 4.2: 7 1 KanaUni KanaBi RomaUni p,u,r,i,n y,o,r,u,g,i,s RomaBi pu,ur,ri,ir,in yo,or,ru,ug,gi,io,os,su Repeat True( ) False Length 4 5 HasDakuten False True( ) Length Length=3 HasDakuten HasDakuten A,B,C F 4.1 A B,C F B,C 8 [14] B C C F 7 C
18 正解率 F 値 A( ランダム ) B( 三浦らの素性 ) C( 三浦ら + 提案素性 ) 4.1: F 4.3: 7 1 F F KanaUni KanaBi RomaUni RomaBi Repeat Length HasDakuten
19 4.4: C Repeat Length HasDakuten True False False True Repeat,Length,HasDakuten C Repeat C B t 5% 4.3 Repeat repeat=true Repeat Repeat 16
20 4.5: HasDakuten=False s Repeat=True g p HasDakuten=True m Length= h KanaBi KanaBi F RomaBi od ub C KanaBi RomaBi p m s,g,h 17
21 5 3 - [14] % % 67 33% % 49 70% 21 30%
22 5.1: Precision Recall F ( 5.1 ) 0.75 Precision F % :73 70:30 Precision Recall 19
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24 21
25 [1] kanakumi.html. [2] Classias - a collection of machine-learning algorithms for classification. chokkan.org/software/classias/. [3] groovy life. [4] romkan.py. jpbook/romkan.py. [5] Wikipedia. [6]. [7]. [8] disney.jp. [9]. [10]. ne.jp/~bds/. [11]. - -., [12],.., [13].., [14],,,,.., [15],,.., [16]..,
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