{"id":87417,"date":"2023-02-02T14:00:05","date_gmt":"2023-02-02T05:00:05","guid":{"rendered":"https:\/\/www.waseda.jp\/top\/?p=87417"},"modified":"2023-02-02T14:02:32","modified_gmt":"2023-02-02T05:02:32","slug":"87417","status":"publish","type":"post","link":"https:\/\/www.waseda.jp\/top\/news\/87417","title":{"rendered":"\u591a\u5024\u5206\u985e\u6cd5\u306e\u7406\u8ad6\u7684\u89e3\u6790\u306b\u6210\u529f"},"content":{"rendered":"

2<\/strong><\/a>\u5024\u5206\u985e\u5668\u306e\u7d50\u5408\u306b\u3088\u308b\u591a\u5024\u5206\u985e\u6cd5\u306e\u7406\u8ad6\u7684\u89e3\u6790\u306b\u6210\u529f<\/a>
\n<\/strong><\/h1>\n

\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u304a\u3051\u308b\u6027\u80fd\u5411\u4e0a\u306b\u671f\u5f85<\/strong><\/h2>\n

\u767a\u8868\u306e\u30dd\u30a4\u30f3\u30c8<\/strong><\/p>\n

\u6a5f\u68b0\u5b66\u7fd2\u5206\u91ce\u306b\u304a\u3044\u3066\u30012\u5024\u5206\u985e\u5668\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u591a\u5024\u5206\u985e\u5668\u3092\u69cb\u7bc9\u3059\u308bError-correcting output coding (ECOC)\u306f\u5b9f\u9a13\u7684\u306b\u826f\u3044\u6027\u80fd\u3092\u793a\u3059\u3053\u3068\u304c\u77e5\u3089\u308c\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u305d\u306e\u7406\u7531\u306f\u7406\u8ad6\u7684\u306b\u660e\u3089\u304b\u306b\u306a\u3063\u3066\u3044\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/h4>\n

\u672c\u7814\u7a76\u3067\u306f\uff12\u5024\u5206\u985e\u5668\u306e\u63a8\u5b9a\u6027\u80fd\u306b\u7740\u76ee\u3057\u3001\u305d\u306e\u63a8\u5b9a\u8aa4\u5dee\u306b\u5bfe\u3057\u3066\u9811\u5065\u306aECOC\u306e\u67a0\u7d44\u307f\u3092\u6570\u7406\u7684\u306b\u30e2\u30c7\u30eb\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u5206\u985e\u8aa4\u308a\u7387\u3092\u6700\u5c0f\u3068\u3059\u308b\u6700\u5927\u4e8b\u5f8c\u78ba\u7387\u5206\u985e\u306b\u9650\u308a\u306a\u304f\u8fd1\u3065\u3051\u308b\u65b9\u6cd5\u3092\u7406\u8ad6\u7684\u306b\u660e\u3089\u304b\u306b\u3057\u307e\u3057\u305f\u3002<\/h4>\n

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\u65e9\u7a32\u7530\u5927\u5b66\u30c7\u30fc\u30bf\u79d1\u5b66\u30bb\u30f3\u30bf\u30fc\u8b1b\u5e2b \u96f2\u5c45 \u7384\u9053\uff08\u304f\u3082\u3044 \u3052\u3093\u3069\u3046\uff09<\/a>\u3001\u96fb\u6c17\u901a\u4fe1\u5927\u5b66\u5927\u5b66\u9662\u60c5\u5831\u7406\u5de5\u5b66\u7814\u7a76\u79d1\u51c6\u6559\u6388 \u516b\u6728 \u79c0\u6a39\uff08\u3084\u304e \u3072\u3067\u304d\uff09\u3001\u304a\u3088\u3073\u65e9\u7a32\u7530\u5927\u5b66\u30c7\u30fc\u30bf\u79d1\u5b66\u30bb\u30f3\u30bf\u30fc\u6559\u6388 \u5c0f\u6797 \u5b66\uff08\u3053\u3070\u3084\u3057\u307e\u306a\u3076\uff09<\/a>\u3001\u65e9\u7a32\u7530\u5927\u5b66\u7406\u5de5\u5b66\u8853\u9662\u5275\u9020\u7406\u5de5\u5b66\u90e8\u6559\u6388 \u5f8c\u85e4 \u6b63\u5e78\uff08\u3054\u3068\u3046 \u307e\u3055\u3086\u304d\uff09<\/a>\u3001\u65e9\u7a32\u7530\u5927\u5b66\u540d\u8a89\u6559\u6388 \u5e73\u6fa4 \u8302\u4e00\uff08\u3072\u3089\u3055\u308f \u3057\u3052\u3044\u3061\uff09<\/a>\u306b\u3088\u308b\u5171\u540c\u7814\u7a76\u30b0\u30eb\u30fc\u30d7\u306f\u30012\u5024\u5206\u985e\u5668\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u591a\u5024\u5206\u985e\u5668\u3092\u69cb\u7bc9\u3059\u308bError-correcting output coding (\u4ee5\u4e0b\u3001\u300cECOC\u300d)\u306e\u67a0\u7d44\u307f\u3092\u6570\u7406\u7684\u306b\u30e2\u30c7\u30eb\u5316\u3057\u3001ECOC\u304c\u826f\u3044\u5206\u985e\u6027\u80fd\u3092\u793a\u3059\u305f\u3081\u306e\u30012\u5024\u5206\u985e\u5668\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u6761\u4ef6\u3092\u7406\u8ad6\u7684\u306b\u660e\u3089\u304b\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n

\u672c\u7814\u7a76\u6210\u679c\u306f\u3001\u30b7\u30f3\u30ac\u30dd\u30fc\u30eb\u30fbWorld Scientific\u793e\u767a\u884c\u306e\u300eInternational Journal of Neural Systems, Vol. 33, No. 2 (2023)<\/a> \u300f\u306b\u3001\u8ad6\u6587\u540d \u201cPerformance Evaluation of Error-Correcting Output Coding Based on Noisy and Noiseless Binary Classifiers<\/a>\u201d \u3068\u3057\u3066\u63b2\u8f09\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n

\uff08\uff11\uff09 \u3053\u308c\u307e\u3067\u306e\u7814\u7a76\u3067\u5206\u304b\u3063\u3066\u3044\u305f\u3053\u3068\uff08\u79d1\u5b66\u53f2\u7684\u30fb\u6b74\u53f2\u7684\u306a\u80cc\u666f\u306a\u3069\uff09<\/strong><\/h3>\n

\u6a5f\u68b0\u5b66\u7fd2\u5206\u91ce\u306b\u304a\u3044\u3066\u3001\u30c7\u30fc\u30bf\u306b\u7d10\u3065\u3051\u3089\u308c\u305f\u5185\u5bb9\u3092\u8868\u3059\u30ab\u30c6\u30b4\u30ea\u3092\u5b66\u7fd2\u3057\u3001\u65b0\u3057\u3044\u5165\u529b\u30c7\u30fc\u30bf\u306e\u30ab\u30c6\u30b4\u30ea\u3092\u63a8\u5b9a\u3059\u308b\u5206\u985e\u554f\u984c\u306f\u5927\u304d\u306a\u30c6\u30fc\u30de\u306e\uff11\u3064\u3067\u3059\u3002\u5bfe\u8c61\u3068\u3059\u308b\u30ab\u30c6\u30b4\u30ea\u6570\u304c\uff12\u3064\u306e\u3082\u306e\u30922\u5024\u5206\u985e\u554f\u984c\u30013\u3064\u4ee5\u4e0a\u306e\u3082\u306e\u3092\u591a\u5024\u5206\u985e\u554f\u984c\u3068\u547c\u3073\u307e\u3059\u3002\u3053\u306e\u30ab\u30c6\u30b4\u30ea\u6570\u304c\u591a\u304f\u306a\u308b\u307b\u3069\u554f\u984c\u304c\u8907\u96d1\u306b\u306a\u308b\u305f\u3081\u3001\u5206\u985e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u306b\u306f\u591a\u304f\u306e\u56f0\u96e3\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

\u3053\u306e\u591a\u5024\u5206\u985e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u65b9\u6cd5\u306e\uff11\u3064\u306b\u30012\u5024\u5206\u985e\u554f\u984c\u306e\u7d44\u307f\u5408\u308f\u305b\u3068\u6349\u3048\u308bECOC\u304c1994\u5e74\u306bT. G. Dietterich\u3089\u306b\u3088\u3063\u3066\u793a\u3055\u308c\u307e\u3057\u305f\uff08\u56f3\uff11\uff09\u3002ECOC\u306f\u7b26\u53f7\u7406\u8ad6\u306b\u304a\u3051\u308b\u8aa4\u308a\u8a02\u6b63\u306e\u8003\u3048\u65b9\u3092\u63f4\u7528\u3057\u305f\u65b9\u6cd5\u3067\u3001\u8907\u6570\u306e2\u5024\u5206\u985e\u5668\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u3044\u304f\u3064\u304b\u306e2\u5024\u5206\u985e\u5668\u306e\u51fa\u529b\u304c\u9593\u9055\u3063\u3066\u3044\u3066\u3082\u6b63\u3057\u3044\u30ab\u30c6\u30b4\u30ea\u3092\u63a8\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u3044\u3046\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n

\"\"<\/a><\/p>\n

\u305d\u306e\u305f\u3081\u3001\u591a\u5024\u5206\u985e\u30922\u5024\u5206\u985e\u3068\u3057\u3066\u69d8\u3005\u306a\u30d1\u30bf\u30fc\u30f3\u306b2\u5024\u5909\u63db\u3057\u30662\u5024\u5206\u985e\u5668\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30ab\u30c6\u30b4\u30ea\u6570\u304c\uff14\u306e\u5834\u5408\u3001\u6700\u3082\u5358\u7d14\u306a\u65b9\u6cd5\u306f\u30012\u5024\u5909\u63db\u306b4\u3064\u306e\u30ab\u30c6\u30b4\u30ea\u3092\uff11\u5bfe3\u306b\u5206\u5272\u3059\u308b\uff14\u7a2e\u985e\u306e2\u5024\u5206\u985e\u5668\u3092\u7528\u3044\u308b\u65b9\u6cd5\u3067One-vs-Rest\u3068\u547c\u3070\u308c\u307e\u3059\u3002\u3053\u308c\u4ee5\u5916\u306b\u30012\u5bfe2\u306b\u5206\u3051\u308b2-vs-Rest\u304c\u8003\u3048\u3089\u308c\u3001\u6700\u5927\u30677\u7a2e\u985e\u306e2\u5024\u5206\u985e\u5668\u3092\u7528\u3044\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\uff08\u56f32\uff09\u3002\u3053\u306e\u6700\u5927\u306e2\u5024\u5206\u985e\u5668\u6570\u3092\u3082\u3064Exhaustive Code\u304b\u3089\u826f\u3044\u6027\u80fd\u3092\u793a\u30592\u5024\u5206\u985e\u5668\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304cECOC\u306e\u5927\u304d\u306a\u8ab2\u984c\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u591a\u304f\u306e\u7814\u7a76\u304c\u6210\u3055\u308c\u3001\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066ECOC\u304c\u826f\u3044\u6027\u80fd\u3092\u793a\u3059\u3053\u3068\u306f\u5b9f\u9a13\u7684\u306b\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u5b9f\u9a13\u6761\u4ef6\u3092\u5909\u3048\u308c\u3070\u826f\u3044\u6027\u80fd\u3092\u793a\u30592\u5024\u5206\u985e\u5668\u306e\u7d44\u307f\u5408\u308f\u305b\u304c\u5909\u308f\u308b\u3053\u3068\u304b\u3089\u30012\u5024\u5206\u985e\u5668\u306e\u7d44\u307f\u5408\u308f\u305b\u65b9\u6cd5\u306e\u660e\u78ba\u306a\u7b54\u3048\u306f\u793a\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n

\"\"<\/a><\/p>\n

\uff08\uff12\uff09 \u4eca\u56de\u306e\u7814\u7a76\u3067\u65b0\u305f\u306b\u5b9f\u73fe\u3057\u3088\u3046\u3068\u3057\u305f\u3053\u3068\u3001\u660e\u3089\u304b\u306b\u306a\u3063\u305f\u3053\u3068<\/strong><\/h3>\n

\u672c\u7814\u7a76\u3067\u306f\u3001\u3088\u3044\u6027\u80fd\u3092\u793a\u30592\u5024\u5206\u985e\u5668\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u3079\u304f\u30012\u5024\u5206\u985e\u5668\u306e\u63a8\u5b9a\u6027\u80fd\u306b\u7740\u76ee\u3057\u307e\u3057\u305f\u3002\u4e00\u822c\u7684\u306b\u30c7\u30fc\u30bf\u304b\u3089\u5206\u985e\u898f\u5247\u3092\u5b66\u7fd2\u3057\u305f2\u5024\u5206\u985e\u5668\u306f\u3001\u30c7\u30fc\u30bf\u306e\u4e0d\u8db3\u306a\u3069\u304b\u3089\u63a8\u5b9a\u8aa4\u5dee\u304c\u751f\u3058\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002\u3053\u306e\u63a8\u5b9a\u8aa4\u5dee\u306b\u5bfe\u3057\u3066\u9811\u5065\u306a2\u5024\u5206\u985e\u5668\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u305f\u3081\u306e\u6761\u4ef6\u3092\u660e\u3089\u304b\u306b\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u7d50\u679c\u30012\u5024\u5206\u985e\u5668\u306e\u69cb\u6210\u3092\u793a\u3059\u7b26\u53f7\u8a9e\u8868\uff08\u203b1\uff09\u306b\u5bfe\u3057\u3001\u7b26\u53f7\u8a9e\u9593\u306e\u30cf\u30df\u30f3\u30b0\u8ddd\u96e2\uff08\u203b2\uff09\u3092\u5927\u304d\u304f\u3059\u308c\u3070\u30012\u5024\u5206\u985e\u5668\u306e\u8aa4\u5dee\u306e\u5206\u6563\u304c\u5927\u304d\u304f\u306a\u3063\u305f\u3068\u3057\u3066\u3082\u5206\u985e\u8aa4\u308a\u7387\u3092\u6700\u5c0f\u3068\u3059\u308b\u6700\u5927\u4e8b\u5f8c\u78ba\u7387\u5206\u985e\uff08\u203b\uff13\uff09\u306b\u9650\u308a\u306a\u304f\u8fd1\u3065\u304f\u3053\u3068\u3092\u660e\u3089\u304b\u306b\u3057\u307e\u3057\u305f\uff08\u56f33\uff09\u3002<\/p>\n

\"\"<\/a><\/p>\n

\uff08\uff13\uff09 \u305d\u306e\u305f\u3081\u306b\u65b0\u3057\u304f\u958b\u767a\u3057\u305f\u624b\u6cd5<\/strong><\/h3>\n

\u5f93\u6765\u3001ECOC\u306e\u7406\u8ad6\u7684\u89e3\u6790\u304c\u56f0\u96e3\u3067\u3042\u3063\u305f\u7406\u7531\u306f\u3001\u5206\u985e\u554f\u984c\u304c\u3082\u3064\u8907\u96d1\u6027\u304c\u8981\u56e0\u3067\u3042\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002\u3053\u306e\u539f\u56e0\u306f\u3001\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u308b\u30ce\u30a4\u30ba\u30682\u5024\u5206\u985e\u5668\u306e\u63a8\u5b9a\u8aa4\u5dee\u3067\u3042\u308b\u30ce\u30a4\u30ba\u304c\u6df7\u5728\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u5b9f\u9a13\u3067\u306f\u5b9f\u9a13\u6761\u4ef6\u306b\u4f9d\u5b58\u3057\u305f\u7d50\u679c\u3057\u304b\u5f97\u3089\u308c\u3066\u3044\u306a\u304b\u3063\u305f\u3053\u3068\u3068\u8003\u3048\u3001\u3053\u306e2\u7a2e\u306e\u30ce\u30a4\u30ba\u3092\u4eee\u5b9a\u3057\u305f\u6570\u7406\u30e2\u30c7\u30eb\u3092\u65b0\u305f\u306b\u8003\u6848\u3057\u307e\u3057\u305f\uff08\u56f34\uff09\u3002<\/p>\n

\u3053\u306e\u6570\u7406\u30e2\u30c7\u30eb\u306b\u57fa\u3065\u304d\u3001\u672c\u7814\u7a76\u3067\u306f2\u5024\u5206\u985e\u5668\u306e\u30ce\u30a4\u30ba\u306b\u7d71\u8a08\u7684\u306a\u6027\u8cea\u3092\u4eee\u5b9a\u3057\u3001\u7b26\u53f7\u8a9e\u9593\u306e\u30cf\u30df\u30f3\u30b0\u8ddd\u96e2\u3092\u7528\u3044\u3066\u30ab\u30c6\u30b4\u30ea\u9593\u306e\u5206\u985e\u8aa4\u308a\u7387\u3092\u89e3\u6790\u3059\u308b\u624b\u6cd5\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002<\/p>\n

\"\"<\/a><\/p>\n

\uff08\uff14\uff09 \u7814\u7a76\u306e\u6ce2\u53ca\u52b9\u679c\u3084\u793e\u4f1a\u7684\u5f71\u97ff<\/strong><\/h3>\n

\u672c\u7814\u7a76\u306f\u3001\u5b9f\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u5b9f\u9a13\u7d50\u679c\u304b\u3089\u6027\u80fd\u304c\u826f\u3044\u3068\u3055\u308c\u3066\u304d\u305fECOC\u306b\u5bfe\u3057\u3001\u7406\u8ad6\u7684\u306a\u4fdd\u8a3c\u3092\u4e0e\u3048\u308b\u3082\u306e\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001ECOC\u3092\u5b9f\u5fdc\u7528\u306b\u9069\u7528\u3059\u308b\u969b\u306b\u3001\u60f3\u5b9a\u3055\u308c\u308b2\u5024\u5206\u985e\u5668\u306e\u8aa4\u5dee\u3084\u8a08\u7b97\u6a5f\u74b0\u5883\u306b\u5fdc\u3058\u3066\u3001\u672c\u7814\u7a76\u306e\u6210\u679c\u3092\u7528\u3044\u3066\u7d44\u307f\u5408\u308f\u305b\u308b2\u5024\u5206\u985e\u5668\u3092\u6c7a\u5b9a\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u3055\u3089\u306b\u3001\u8fd1\u5e74\u811a\u5149\u3092\u6d74\u3073\u3066\u3044\u308b\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\u3082\u5206\u985e\u554f\u984c\u306b\u9069\u7528\u3059\u308b\u5834\u5408\u3001\u591a\u304f\u306e\u5834\u5408\u3067\u51fa\u529b\u5c64\u306f\u56f32\u306b\u793a\u3057\u305fOne-vs-Rest\u306e\u5f62\u3092\u3068\u308a\u307e\u3059\uff08\u56f35\uff09\u3002\u305d\u306e\u305f\u3081\u3001\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\u3082ECOC\u306e\u67a0\u7d44\u307f\u3067\u6349\u3048\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308b\u3053\u3068\u304b\u3089\u3001\u6570\u591a\u306e\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u5bfe\u3057\u3066\u3001\u672c\u7814\u7a76\u306e\u77e5\u898b\u3092\u9069\u7528\u3059\u308b\u3053\u3068\u3067\u6027\u80fd\u5411\u4e0a\u3092\u306f\u304b\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

\"\"<\/a><\/p>\n

\uff08\uff15\uff09 \u4eca\u5f8c\u306e\u8ab2\u984c<\/strong><\/h3>\n

\u672c\u7814\u7a76\u3067\u793a\u3057\u305f\u7406\u8ad6\u7684\u89e3\u6790\u306b\u306f\u3001\u3055\u307e\u3056\u307e\u4eee\u5b9a\u3092\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001ECOC\u306b\u304a\u3051\u308b\u5168\u3066\u304c\u660e\u3089\u304b\u306b\u306a\u3063\u305f\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u4eca\u5f8c\u306f\u3001\u8a2d\u5b9a\u3057\u305f\u4eee\u5b9a\u306b\u3088\u308b\u5236\u7d04\u3092\u7de9\u3081\u308b\u306a\u3069\u3001\u3088\u308a\u5e83\u3044\u7bc4\u56f2\u3067\u6027\u80fd\u89e3\u6790\u304c\u53ef\u80fd\u306a\u6570\u7406\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u8003\u3048\u3066\u304a\u308a\u307e\u3059\u3002<\/p>\n

\uff08\uff16\uff09 \u7814\u7a76\u8005\u306e\u30b3\u30e1\u30f3\u30c8<\/strong><\/h3>\n

\u8907\u96d1\u306a\u5206\u985e\u554f\u984c\u306e\u7814\u7a76\u306b\u65b0\u305f\u306a\u89e3\u6790\u624b\u6cd5\u3092\u63d0\u6848\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u7814\u7a76\u306f\u3001\u7406\u8ad6\u7684\u89e3\u6790\u304c\u56f0\u96e3\u3067\u3042\u3063\u305f\u3053\u306e\u5206\u91ce\u306b\u4e00\u77f3\u3092\u6295\u3058\u308b\u3082\u306e\u3067\u3059\u3002\u3053\u306e\u7814\u7a76\u6210\u679c\u306f\u3001\u77f3\u306e\u4e0a\u306b\u3082\u4e09\u5e74\u3068\u3044\u3063\u305f\u72b6\u6cc1\u3067\u3088\u3046\u3084\u304f\u9054\u6210\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u306e\u7d4c\u9a13\u304b\u3089\u3001\u4f55\u4e8b\u3082\u8efd\u3005\u3057\u304f\u5224\u65ad\u305b\u305a\u3001\u7269\u4e8b\u306e\u672c\u8cea\u3092\u3057\u3063\u304b\u308a\u3068\u898b\u6975\u3081\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3042\u308b\u3053\u3068\u3092\u5b66\u3073\u307e\u3057\u305f\u3002<\/p>\n

\u00a0<\/strong>\uff08\uff17\uff09 \u7528\u8a9e\u89e3\u8aac<\/strong><\/h3>\n
\u203b1\u3000\u7b26\u53f7\u8a9e\u8868<\/strong><\/h5>\n

ECOC\u306b\u304a\u3044\u30662\u5024\u5206\u985e\u5668\u306e\u69cb\u6210\u3092\u793a\u3059\u8868\u306e\u3053\u3068\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u56f31\u306b\u793a\u3059\u8868\u306e\u3053\u3068\u3067\u3042\u308a\u5217\u304c2\u5024\u5206\u985e\u5668\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u884c\u306f\u5404\u30ab\u30c6\u30b4\u30ea\u306b\u5bfe\u5fdc\u4ed8\u3051\u3089\u308c\u3066\u304a\u308a\u3001\u5404\u884c\u304c\u7b26\u53f7\u8a9e\u3068\u547c\u3070\u308c\u307e\u3059\u3002<\/p>\n

\u203b2\u3000\u30cf\u30df\u30f3\u30b0\u8ddd\u96e2<\/strong><\/h5>\n

\u7b26\u53f7\u8a9e\u9593\u306e0,1\u306e\u7570\u306a\u3063\u3066\u3044\u308b\u6570\u306e\u3053\u3068\u3002\u4f8b\u3048\u3070\u3001\u56f31\u306e\u7b26\u53f7\u8a9e\u8868\u306e\u30cf\u30df\u30f3\u30b0\u8ddd\u96e2\u306f\u3001\u3059\u3079\u3066\u306e\u7b26\u53f7\u8a9e\u9593\u30674\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u00a0<\/strong>\u203b3\u3000\u6700\u5927\u4e8b\u5f8c\u78ba\u7387\u5206\u985e<\/strong><\/h5>\n

\u5165\u529b\u30c7\u30fc\u30bf \u306b\u5bfe\u3057\u3066\uff0c\u5404\u30ab\u30c6\u30b4\u30ea\u306e\u771f\u306e\u4e8b\u5f8c\u78ba\u7387 \u306e\u6700\u5927\u5024\u3092\u3068\u308b\u30ab\u30c6\u30b4\u30ea\u306b\u5206\u985e\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n

\u203b4 Exhaustive<\/strong><\/h5>\n

Exhaustive Code\u3068\u306f\u3001\u69cb\u6210\u53ef\u80fd\u306a\u5168\u3066\u306e2\u5024\u5206\u985e\u5668\u3092\u7528\u3044\u305f\u3082\u306e\u3067\u3059\u3002\u56f33\u306b\u793a\u3057\u305f\u30ab\u30c6\u30b4\u30ea\u65708\u306e\u5834\u5408\u306f\u30011vR\uff0c2vR\uff0c3vR\uff0c4vR\u306b\u542b\u307e\u308c\u308b2\u5024\u5206\u985e\u5668\u3092\u5168\u3066\u7528\u3044\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n

\u00a0<\/strong>\uff08\uff18\uff09 \u8ad6\u6587\u60c5\u5831<\/strong><\/h3>\n

\u96d1\u8a8c\u540d\uff1a<\/strong>International Journal of Neural Systems<\/a>
\n\u8ad6\u6587\u540d\uff1a<\/strong>Performance Evaluation of Error-Correcting Output Coding Based on Noisy and Noiseless Binary Classifiers<\/a>
\n\u8457\u8005\u540d\uff1a<\/strong>\u96f2\u5c45\u7384\u9053\uff08\u65e9\u7a32\u7530\u5927\u5b66\u30c7\u30fc\u30bf\u79d1\u5b66\u30bb\u30f3\u30bf\u30fc\u8b1b\u5e2b\uff08\u4efb\u671f\u4ed8\uff09\uff09<\/a>\u3001\u516b\u6728\u79c0\u6a39\uff08\u96fb\u6c17\u901a\u4fe1\u5927\u5b66\u5927\u5b66\u9662\u60c5\u5831\u7406\u5de5\u5b66\u7814\u7a76\u79d1\u51c6\u6559\u6388\uff09\u3001\u5c0f\u6797\u5b66\uff08\u65e9\u7a32\u7530\u5927\u5b66\u30c7\u30fc\u30bf\u79d1\u5b66\u30bb\u30f3\u30bf\u30fc\u6559\u6388\uff09<\/a>\u3001\u5f8c\u85e4\u6b63\u5e78\uff08\u65e9\u7a32\u7530\u5927\u5b66\u7406\u5de5\u5b66\u8853\u9662\u5275\u9020\u7406\u5de5\u5b66\u90e8\u6559\u6388\uff09<\/a>\u3001\u5e73\u6fa4\u8302\u4e00\uff08\u65e9\u7a32\u7530\u5927\u5b66\u540d\u8a89\u6559\u6388\uff09<\/a>
\n\u63b2\u8f09\u65e5\u6642\uff08\u73fe\u5730\u6642\u9593\uff09\uff1a<\/strong>2023\u5e741\u67089\u65e5\uff08\u6708\uff09\u203b\u30aa\u30f3\u30e9\u30a4\u30f3
\n\u63b2\u8f09URL\uff1a<\/strong>https:\/\/www.worldscientific.com\/doi\/10.1142\/S0129065723500041<\/a>
\nDOI\uff1a<\/strong>10.1142\/S0129065723500041<\/a><\/p>\n

\uff08<\/strong>\uff19\uff09 \u7814\u7a76\u52a9\u6210<\/strong><\/h3>\n

\u7814\u7a76\u8cbb\u540d\uff1a\u65e5\u672c\u5b66\u8853\u632f\u8208\u4f1a\uff08JSPS\uff09\u79d1\u5b66\u7814\u7a76\u8cbb (\u57fa\u76e4\u7814\u7a76C)
\n\u7814\u7a76\u8ab2\u984c\u540d\uff1a\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u5275\u9020\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u89e3\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u6642\u5909\u5354\u8abf\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u306e\u7814\u7a76
\n\u7814\u7a76\u4ee3\u8868\u8005\u540d\uff08\u6240\u5c5e\u6a5f\u95a2\u540d\uff09\uff1a\u5c0f\u6797\u5b66\uff08\u65e9\u7a32\u7530\u5927\u5b66\uff09<\/a><\/p>\n

\u7814\u7a76\u8cbb\u540d\uff1a\u65e5\u672c\u5b66\u8853\u632f\u8208\u4f1a\uff08JSPS\uff09\u79d1\u5b66\u7814\u7a76\u8cbb (\u57fa\u76e4\u7814\u7a76C)
\n\u7814\u7a76\u8ab2\u984c\u540d\uff1a\u9ad8\u4fe1\u983c\u30fb\u9ad8\u5b89\u5168\u306a\u7b26\u53f7\u5316\u30b7\u30b9\u30c6\u30e0\u306e\u5b9f\u73fe\u306b\u5411\u3051\u305f\u7406\u8ad6\u5c55\u958b
\n\u7814\u7a76\u4ee3\u8868\u8005\u540d\uff08\u6240\u5c5e\u6a5f\u95a2\u540d\uff09\uff1a\u516b\u6728\u79c0\u6a39\uff08\u96fb\u6c17\u901a\u4fe1\u5927\u5b66\uff09<\/p>\n","protected":false},"excerpt":{"rendered":"

2\u5024\u5206\u985e\u5668\u306e\u7d50\u5408\u306b\u3088\u308b\u591a\u5024\u5206\u985e\u6cd5\u306e\u7406\u8ad6\u7684\u89e3\u6790\u306b\u6210\u529f \u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u304a\u3051\u308b\u6027\u80fd\u5411\u4e0a\u306b\u671f\u5f85 \u767a\u8868\u306e\u30dd\u30a4\u30f3\u30c8 \u6a5f\u68b0\u5b66\u7fd2\u5206\u91ce\u306b\u304a\u3044\u3066\u30012\u5024\u5206\u985e\u5668\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u591a\u5024\u5206\u985e\u5668\u3092\u69cb\u7bc9\u3059\u308bError-correcting output […]<\/p>\n","protected":false},"author":1,"featured_media":87430,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[40,1],"tags":[357,5],"class_list":["post-87417","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-topic","category-news","tag-pressrelease","tag-research"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.waseda.jp\/top\/wp-json\/wp\/v2\/posts\/87417","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.waseda.jp\/top\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.waseda.jp\/top\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.waseda.jp\/top\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.waseda.jp\/top\/wp-json\/wp\/v2\/comments?post=87417"}],"version-history":[{"count":2,"href":"https:\/\/www.waseda.jp\/top\/wp-json\/wp\/v2\/posts\/87417\/revisions"}],"predecessor-version":[{"id":87431,"href":"https:\/\/www.waseda.jp\/top\/wp-json\/wp\/v2\/posts\/87417\/revisions\/87431"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.waseda.jp\/top\/wp-json\/wp\/v2\/media\/87430"}],"wp:attachment":[{"href":"https:\/\/www.waseda.jp\/top\/wp-json\/wp\/v2\/media?parent=87417"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.waseda.jp\/top\/wp-json\/wp\/v2\/categories?post=87417"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.waseda.jp\/top\/wp-json\/wp\/v2\/tags?post=87417"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}