{"id":1061,"date":"2018-06-29T16:36:16","date_gmt":"2018-06-29T07:36:16","guid":{"rendered":"https:\/\/blog.taste-technology.com\/?p=1061"},"modified":"2018-06-29T16:42:01","modified_gmt":"2018-06-29T07:42:01","slug":"sensominer%e3%83%91%e3%83%83%e3%82%b1%e3%83%bc%e3%82%b8%e3%81%aejar%e3%83%87%e3%83%bc%e3%82%bf%e8%a7%a3%e6%9e%90%e6%a9%9f%e8%83%bd","status":"publish","type":"post","link":"https:\/\/blog.taste-technology.com\/?p=1061","title":{"rendered":"SensoMineR\u30d1\u30c3\u30b1\u30fc\u30b8\u306eJAR\u30c7\u30fc\u30bf\u89e3\u6790\u6a5f\u80fd"},"content":{"rendered":"<p>\u4eca\u56de\u306fSensoMineR\u6700\u65b0\u7248\uff08v1.23\uff09\u3067\u63a1\u7528\u3055\u308c\u305f\u300cJAR\u30c7\u30fc\u30bf\u306e\u89e3\u6790\u6a5f\u80fd\u300d\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p>SensoMineR\u306fR\u306e\u7dcf\u5408\u5b98\u80fd\u8a55\u4fa1\u30d1\u30c3\u30b1\u30fc\u30b8\u3067\u3059\u3002<br \/>\n2005\u5e74\u306b\u6700\u521d\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u516c\u958b\u3055\u308c\u3066\u304b\u308910\u5e74\u4ee5\u4e0a\u304c\u7d4c\u904e\u3057\u3066\u304a\u308a\u307e\u3059\u3002<br \/>\nSensoMineR\u306f\u6642\u4ee3\u306e\u5909\u5316\u306b\u5bfe\u5fdc\u3057\u3001\u69d8\u3005\u306a\u6a5f\u80fd\u304c\u8ffd\u52a0\u3055\u308c\u3066\u304d\u307e\u3057\u305f\u3002<br \/>\n\u73fe\u884c\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306f\u30012017\u5e7412\u6708\u306b\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3055\u308c\u305fv1.23\u3067\u3059\u3002<\/p>\n<p>\u4ee5\u524d\u3001<a href=\"https:\/\/blog.taste-technology.com\/?p=872\" target=\"_blank\" rel=\"noopener\">\u30d6\u30ed\u30b0\u3067\u3082JAR\uff08Just-About-Right scale\uff09\u306b\u3064\u3044\u3066\u306f\u3054\u7d39\u4ecb\u3057\u307e\u3057\u305f<\/a>\u304c\u3001\u6d77\u5916\u3067JAR\u30c7\u30fc\u30bf\u306e\u6d3b\u7528\u6c17\u904b\u304c\u9ad8\u307e\u3063\u3066\u304a\u308a\u307e\u3059\u3002<\/p>\n<p>SensoMineR\u306eJAR\u30c7\u30fc\u30bf\u306b\u5bfe\u5fdc\u3057\u305f\u30b3\u30de\u30f3\u30c9\u306f2\u3064\u3067\u3059\u3002<\/p>\n<ul>\n<li>JAR\uff08\u30da\u30ca\u30eb\u30c6\u30a3\u5206\u6790\uff09<\/li>\n<li>CA_JAR\uff08\u30b3\u30ec\u30b9\u30dd\u30f3\u30c7\u30f3\u30b9\u5206\u6790\uff09<\/li>\n<\/ul>\n<p>R\u30b3\u30de\u30f3\u30c0\u30fc\u304b\u3089\u3053\u308c\u3089\u306e\u30b3\u30de\u30f3\u30c9\u3092\u64cd\u4f5c\u3067\u304d\u307e\u305b\u3093\u306e\u3067\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5165\u529b\u3057\u3066\u5b9f\u884c\u3057\u307e\u3059\u3002<br \/>\n\u3053\u3053\u3067\u306f\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u305f\u4f8b\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h2>\u25a0JAR\uff08\u30da\u30ca\u30eb\u30c6\u30a3\u5206\u6790\uff09<\/h2>\n<p>\u30d8\u30eb\u30d7\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u66f8\u304d\u63db\u3048\u3066\u3001\u5168\u3066\u306e\u30b5\u30f3\u30d7\u30eb\u3092\uff11\u3064\u306e\u56f3\u306b\u8868\u793a\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n<h6>##############################<br \/>\n### JAR-Penality analysis<br \/>\n##############################<br \/>\n#\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u8aad\u307f\u8fbc\u307f\u307e\u3059\u3002<br \/>\nlibrary(SensoMineR)<br \/>\n#\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u8aad\u307f\u8fbc\u307f\u307e\u3059\u3002<br \/>\ndata(JAR)<br \/>\n#JAR\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3001\u7d50\u679c\u3092res.jar\u306b\u4ee3\u5165\u3057\u307e\u3059\u3002<br \/>\nres.jar &lt;- JAR(JAR,col.p=13,col.j=1,col.pref=2)<br \/>\n#1\u884c3\u5217\u306e\u63cf\u753b\u30c7\u30d0\u30a4\u30b9\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<br \/>\npar(mfrow=c(1,3))<br \/>\n#\uff13\u3064\u306e\u30b5\u30f3\u30d7\u30eb\u306e\u30da\u30ca\u30eb\u30c6\u30a3\u5206\u6790\u30b0\u30e9\u30d5\u3092\u8868\u793a\u3057\u307e\u3059\u3002<br \/>\nplot(res.jar,name.prod=&#8221;284&#8243;, model=1)<br \/>\nplot(res.jar,name.prod=&#8221;859&#8243;, model=1)<br \/>\nplot(res.jar,name.prod=&#8221;972&#8243;, model=1)<br \/>\n#\u3053\u3053\u307e\u3067&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;<\/h6>\n<p>&nbsp;<\/p>\n<h2>\u25a0CA_JAR\uff08\u30b3\u30ec\u30b9\u30dd\u30f3\u30c7\u30f3\u30b9\u5206\u6790\uff09<\/h2>\n<p>\u6b21\u306b\u30b3\u30ec\u30b9\u30dd\u30f3\u30c7\u30f3\u30b9\u5206\u6790\u306b\u3088\u308b\u30de\u30c3\u30d4\u30f3\u30b0\u3092\u884c\u3044\u307e\u3059\u3002<br \/>\nCA_JAR\u306e\u30d8\u30eb\u30d7\u306b\u3042\u308bExamples\uff08\u30b5\u30f3\u30d7\u30eb\u30b9\u30af\u30ea\u30d7\u30c8\uff09\u306f\u4e0b\u8a18\u306e\u901a\u308a\u3067\u3059\u304c\u3001\u3053\u306e\u307e\u307e\u3067\u306f\u5b9f\u884c\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<h6>data(JAR)<br \/>\nres &lt;- CA_JAR(JAR)<br \/>\nplot.CA(res,invisible=&#8221;row&#8221;,cex=0.8)<\/h6>\n<p>2\u884c\u76ee\u306eCA_JAR\u306b\u3064\u3044\u3066\u306f\u5f15\u6570\u304c\u8db3\u308a\u306a\u3044\u3088\u3046\u3067\u3059\u3002\u30d8\u30eb\u30d7\u3092\u53c2\u7167\u3057\u3066\u5f15\u6570\u3092\u4fee\u6b63\u3057\u307e\u3059\u3002<\/p>\n<h6>#2\u884c\u76ee\u4fee\u6b63\u5f8c\u30b3\u30fc\u30c9<br \/>\nres &lt;- CA_JAR(JAR,col.p=13, col.j=1, col.pref=2, jarlevel=&#8221;jar&#8221;)<\/h6>\n<p>\u307e\u305f\u30013\u884c\u76ee\u306eplot.CA\u306b\u3064\u3044\u3066\u306f\u3001\u5bfe\u8c61\u306e\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0res\u306e\u307e\u307e\u3067\u306f\u30a8\u30e9\u30fc\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002 \u305d\u3053\u3067plot.CA\u306e\u30d8\u30eb\u30d7\u3092\u53c2\u7167\u3057\u3066\u307f\u308b\u3068\u7b2c1\u5f15\u6570\u306b\u306fCA\u30af\u30e9\u30b9\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u6307\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 res\u306e\u4e2d\u8eab\u3092attributes\u30b3\u30de\u30f3\u30c9\u3067\u78ba\u8a8d\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h6>&gt; attributes(res)<br \/>\n$names<br \/>\n[1] &#8220;Frequency&#8221; &#8220;res.CA&#8221;<\/h6>\n<p>res\u306e\u4e2d\u306b\u306f2\u3064\u306e\u9805\u76ee\u304c\u3042\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3057\u305f\u3002\u5404\u9805\u76ee\u306e\u30af\u30e9\u30b9\u3092class\u30b3\u30de\u30f3\u30c9\u3067\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<h6>&gt; class(res$Frequency)<br \/>\n[1] &#8220;matrix&#8221;<\/h6>\n<h6>&gt; class(res$res.CA)<br \/>\n[1] &#8220;CA&#8221; &#8220;list&#8221;<\/h6>\n<p>res$res.CA\u3000\u304cCA\u30af\u30e9\u30b9\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3067\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3057\u305f\u306e\u3067\u3001\u7b2c1\u5f15\u6570\u3092\u4fee\u6b63\u3057\u307e\u3059\u3002<\/p>\n<h6>#3\u884c\u76ee\u4fee\u6b63\u5f8c\u30b3\u30fc\u30c9<br \/>\nplot.CA(res$res.CA,invisible=&#8221;row&#8221;,cex=0.8)<\/h6>\n<p>\u4e0b\u8a18\u304c\u4fee\u6b63\u3057\u305f\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u3059\u3002<\/p>\n<h6>##############################<br \/>\n### JAR-Correspondence analysis<br \/>\n##############################<br \/>\n#\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u8aad\u307f\u8fbc\u307f\u307e\u3059\u3002<br \/>\nlibrary(SensoMineR)<br \/>\n#\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u8aad\u307f\u8fbc\u307f\u307e\u3059\u3002<br \/>\ndata(JAR)<br \/>\n#\u30b3\u30ec\u30b9\u30dd\u30f3\u30c7\u30f3\u30b9\u5206\u6790\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<br \/>\nres &lt;- CA_JAR(JAR,col.p=13, col.j=1, col.pref=2, jarlevel=&#8221;jar&#8221;)<br \/>\n#\u30b0\u30e9\u30d5\u3092\u8868\u793a<br \/>\nplot.CA(res$res.CA,invisible=&#8221;row&#8221;,cex=0.8)<br \/>\n#\u3053\u3053\u307e\u3067&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;<\/h6>\n<p>\u3068\u3053\u308d\u3067\u3001plot.CA\u3092\u5b9f\u884c\u3057\u306a\u304f\u3066\u3082CA_JAR\u3092\u5b9f\u884c\u3057\u305f\u6642\u70b9\u3067\u30de\u30c3\u30d7\u306f\u4f5c\u6210\u3055\u308c\u307e\u3059\u3002<br \/>\n\u306a\u305cplot.CA\u304c\u5fc5\u8981\u306a\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n<p>\u3053\u308c\u306fCA_JAR\u3067\u306f\u30b0\u30e9\u30d5\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u51fa\u6765\u306a\u3044\u305f\u3081\u3067\u3059\u3002<br \/>\n\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3057\u305f\u3044\u5834\u5408\u306f\u3001plot.CA\u3092\u4f7f\u3063\u3066\u76ee\u7684\u306b\u5408\u3063\u305f\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<p>\u3055\u3066\u3001\u4eca\u56de\u306fSensoMineR\u306e\u65b0\u6a5f\u80fdJAR\u30c7\u30fc\u30bf\u306e\u89e3\u6790\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u6700\u65b0\u306e\u5b98\u80fd\u8a55\u4fa1\u624b\u6cd5\u306b\u3082\u5bfe\u5fdc\u3057\u305fSensoMineR\u3092\u4f7f\u3044\u3053\u306a\u305b\u308b\u3068\u6d3b\u7528\u7bc4\u56f2\u304c\u5e83\u304c\u308a\u307e\u3059\u3002<br \/>\n\u305c\u3072\u3001SensoMineR\u3092\u4f7f\u3063\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u5f0a\u793e\u3067\u306fSensoMineR\u3092\u4f7f\u3044\u3053\u306a\u3059\u305f\u3081\u306b\u6b21\u306e\uff12\u3064\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u304a\u52e7\u3081\u3057\u3066\u304a\u308a\u307e\u3059\u3002<\/p>\n<p><span style=\"text-decoration: underline;\"><strong><span style=\"color: #ff0000; text-decoration: underline;\">\uff11\uff0e\u30c6\u30ad\u30b9\u30c8\u300cSensoMineR\u30cf\u30f3\u30c9\u30d6\u30c3\u30af -R\u30b3\u30de\u30f3\u30c0\u30fc\u7de8\u300d\u306e7\u6708\u672b\u767a\u58f2<\/span><\/strong><\/span><br \/>\nSensoMineR\u3092\u30de\u30a6\u30b9\u64cd\u4f5c\u3067\u6d3b\u7528\u3067\u304d\u308b<a href=\"https:\/\/taste-technology.com\/products\/text_SensoMineRbyRcmdr.htm\" target=\"_blank\" rel=\"noopener\">\u300cSensoMineR\u30cf\u30f3\u30c9\u30d6\u30c3\u30af -R\u30b3\u30de\u30f3\u30c0\u30fc\u7de8\u300d\u306e\u4e88\u7d04\u3092\u53d7\u3051\u4ed8\u3051\u4e2d<\/a>\u3067\u3059\u3002<br \/>\nR\u30b3\u30de\u30f3\u30c0\u30fc\uff08GUI\uff09\u3092\u4f7f\u3063\u305fSensoMineR\u306e\u64cd\u4f5c\u65b9\u6cd5\u3092\u7db2\u7f85\u3057\u3066\u304a\u308a\u307e\u3059\u3002\u30d1\u30c3\u30b1\u30fc\u30b8\u5185\u306e\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u89e3\u6790\u304c\u3067\u304d\u308b\u306e\u3067\u81ea\u7fd2\u30c6\u30ad\u30b9\u30c8\u3068\u3057\u3066\u3082\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n<p><span style=\"text-decoration: underline;\"><strong><span style=\"color: #ff0000; text-decoration: underline;\">\uff12\uff0e\u30d6\u30ed\u30b0\u65b0\u30b3\u30f3\u30c6\u30f3\u30c4\u300c\u5b98\u80fd\u8a55\u4fa1\u3067\u30a2\u30fc\u30eb\u300d\u30922018\u5e747\u6708\u958b\u59cb<\/span><\/strong><\/span><br \/>\n\u901a\u5e38\u306e\u6295\u7a3f\u8a18\u4e8b\u3067\u3082R\u3084\u5b98\u80fd\u8a55\u4fa1\u30d1\u30c3\u30b1\u30fc\u30b8\u7b49\u306b\u3064\u3044\u3066\u306e\u60c5\u5831\u3084\u30a8\u30e9\u30fc\u5bfe\u5fdc\u306a\u3069\u306e\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u307e\u3059\u304c\u3001\u3053\u308c\u306b\u52a0\u3048\u3066\u3001R\u306b\u7279\u5316\u3057\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u300c\u5b98\u80fd\u8a55\u4fa1\u3067\u30a2\u30fc\u30eb\u300d\u30927\u6708\u3088\u308a\u958b\u59cb\u3044\u305f\u3057\u307e\u3059\u3002\u4e0d\u5b9a\u671f\u66f4\u65b0\u3068\u306a\u308a\u307e\u3059\u304c\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u8a73\u7d30\u306a\u60c5\u5831\u3084\u89e3\u6790\u904e\u7a0b\u7b49\u3092\u7d39\u4ecb\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>\u8aad\u8005\u306e\u5bfe\u8c61\u30ec\u30d9\u30eb\u306f\u3001<\/p>\n<p>\u300c\u30de\u30a6\u30b9\u64cd\u4f5c\uff08R\u30b3\u30de\u30f3\u30c0\u30fc\u4f7f\u7528\uff09\u306a\u3089\u4f55\u3068\u304b\u306a\u308b\u300d<\/p>\n<p>\u3068\u3044\u3046\u65b9\u3092\u60f3\u5b9a\u3057\u3066\u304a\u308a\u307e\u3059\u3002\u306a\u308b\u3079\u304f\u30b9\u30af\u30ea\u30d7\u30c8\uff08\u30d7\u30ed\u30b0\u30e9\u30e0\uff09\u306f\u4f7f\u308f\u305a\u306b<br 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class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-1061","post","type-post","status-publish","format-standard","hentry","category-3"],"_links":{"self":[{"href":"https:\/\/blog.taste-technology.com\/index.php?rest_route=\/wp\/v2\/posts\/1061","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.taste-technology.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.taste-technology.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.taste-technology.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.taste-technology.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1061"}],"version-history":[{"count":0,"href":"https:\/\/blog.taste-technology.com\/index.php?rest_route=\/wp\/v2\/posts\/1061\/revisions"}],"wp:attachment":[{"href":"https:\/\/blog.taste-technology.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1061"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.taste-technology.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1061"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.taste-technology.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1061"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}