{"id":547,"date":"2022-03-31T15:25:32","date_gmt":"2022-03-31T07:25:32","guid":{"rendered":"https:\/\/cabit.top\/?p=547"},"modified":"2022-03-31T15:25:32","modified_gmt":"2022-03-31T07:25:32","slug":"ibm-spss-modeler-18%e5%8f%91%e5%b8%83","status":"publish","type":"post","link":"https:\/\/cabit.top\/?p=547","title":{"rendered":"IBM SPSS Modeler 18\u53d1\u5e03"},"content":{"rendered":"\n<p><br><a href=\"https:\/\/developer.ibm.com\/predictiveanalytics\/author\/ted-fischer\/\" target=\"_blank\" rel=\"noreferrer noopener\">Ted Fischer<\/a><br>\u53d1\u8868\u4e8e 2016 \u5e74 3 \u6708 15 \u65e5<em>\/ \u66f4\u65b0\u4e8e 2016 \u5e74 3 \u6708 17 \u65e5<\/em><\/p>\n\n\n\n<p>\u4eca\u5929\u6211\u4eec\u53d1\u5e03\u4e86 Modeler 18 \u7248\u3002\u8fd9\u4e2a\u7248\u672c\u6709\u5f88\u591a\u91cd\u8981\u7684\u53d8\u5316\u548c\u6539\u8fdb\u3002\u6211\u4eec\u6709\u56db\u7ec4\u53d8\u5316&#8211;Modeler \u4e2d\u7684\u5927\u6570\u636e\u7b97\u6cd5\u3001\u6301\u7eed\u6269\u5c55\u548c\u62e5\u62b1\u5f00\u6e90\u4ef7\u503c\u7684\u53d8\u5316\u3001\u5e73\u53f0\u7075\u6d3b\u6027\u548c\u5176\u4ed6\u53d8\u5316\u3002<\/p>\n\n\n\n<p><strong>Modeler \u4e2d\u7684\u5927\u6570\u636e\u7b97\u6cd5<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u5728\u8fc7\u53bb\u7684\u4e00\u5e74\u4e2d\uff0c\u8bb8\u591a\u7b97\u6cd5\u88ab\u6dfb\u52a0\u5230 Modeler \u4e2d\uff0c\u4f46\u53d7\u9650\u4e8e\u5b83\u4eec\u53ea\u80fd\u5728 Analytic Server \u4e0a\u8fd0\u884c&#8211;Analytic Server \u662f\u4ece Modeler \u5230 Hadoop \u7684\u8fde\u63a5\u5668\u3002\u5728\u7248\u672c 18 \u4e2d\uff0c\u6240\u6709\u8fd9\u516d\u79cd\u7b97\u6cd5\u73b0\u5728\u90fd\u53ef\u4ee5\u5728 Modeler \u4e2d\u4f7f\u7528\u4efb\u4f55\u7c7b\u578b\u7684\u6570\u636e\u3002\u7b97\u6cd5\u5305\u62ec<\/p>\n\n\n\n<p>\u2022 \u968f\u673a\u6811 \u2013 \u6570\u636e\u79d1\u5b66\u754c\u7684\u4e00\u79cd\u6d41\u884c\u65b9\u6cd5\uff0c\u6d89\u53ca\u91c7\u7528\u5e26\u6709 bagging \u7684 C&amp;R \u6811\u6a21\u578b\uff0c\u7136\u540e\u53ea\u8003\u8651\u5bf9\u6811\u7684\u6bcf\u4e2a\u62c6\u5206\u8fdb\u884c\u53d8\u91cf\u66ff\u6362\u7684\u62bd\u6837<\/p>\n\n\n\n<p><br>\u2022 Tree-AS\uff0c\u5b83\u57fa\u4e8e CHAID \u2022 GLE \u2013 \u5b83\u5305\u542b\u591a\u79cd\u56de\u5f52\u65b9\u6cd5<\/p>\n\n\n\n<p>\u2022 \u6267\u884c\u7ebf\u6027\u56de\u5f52\u7684\u7ebf\u6027 AS<\/p>\n\n\n\n<p>\u2022 \u7ebf\u6027\u652f\u6301\u5411\u91cf\u673a<\/p>\n\n\n\n<p>\u2022 \u4e24\u6b65 AS \u805a\u7c7b<\/p>\n\n\n\n<p>\u6240\u6709\u8fd9\u4e9b\u7b97\u6cd5\u7684\u4e00\u4e2a\u91cd\u8981\u7279\u5f81\u662f\u5b83\u4eec\u662f<strong>\u591a\u7ebf\u7a0b\u7684<\/strong>&#8211;\u5373\u5355\u4e2a\u6784\u5efa\u53ef\u4ee5\u4f7f\u7528\u591a\u4e2a\u5185\u6838\u3002\u8fd9\u5c06\u7f29\u77ed\u5927\u578b\u6570\u636e\u96c6\u7684\u6a21\u578b\u6784\u5efa\u65f6\u95f4\uff0c\u5e76\u66f4\u597d\u5730\u5229\u7528\u6570\u636e\u8d44\u6e90\u3002 GLE \u548c\u7ebf\u6027 SVM \u652f\u6301<strong>\u6b63\u5219\u5316<\/strong>\uff0c\u901a\u8fc7\u60e9\u7f5a\u5177\u6709\u6781\u7aef\u53c2\u6570\u503c\u7684\u6a21\u578b\u6765\u9632\u6b62\u8fc7\u5ea6\u62df\u5408\u3002\u6700\u540e\uff0cTree-AS \u548c\u7ebf\u6027 SVM \u5177\u6709\u5e55\u540e<strong>\u6570\u636e\u51c6\u5907<\/strong>\uff0c\u5c06\u81ea\u52a8\u5904\u7406\u5e38\u89c1\u6570\u636e\u95ee\u9898<\/p>\n\n\n\n<p>\u6211\u4eec\u8fd8\u5728 Modeler 18 \u7248\u4e2d\u6dfb\u52a0\u4e86 17.1 \u7248\u4e2d\u4e0d\u5b58\u5728\u7684\u5927\u6570\u636e\u7b97\u6cd5&#8211;\u65f6\u95f4\u5e8f\u5217\u7b97\u6cd5\u7684\u65b0\u7248\u672c\u3002\u4e0e\u65e7\u7248\u672c\u4e00\u6837\uff0c\u5b83\u652f\u6301\u6307\u6570\u5e73\u6ed1\u3001ARIMA \u548c\u4e13\u5bb6\u5efa\u6a21\u5668\u4e09\u79cd\u9884\u6d4b\u65b9\u6cd5\u3002\u5728\u7248\u672c 18 \u4e2d\uff0c\u65f6\u95f4\u5e8f\u5217\u5c06\u5728 Analytic Server \u4e2d\u8fd0\u884c\u5e76\u652f\u6301\u591a\u7ebf\u7a0b\u3002\u6b64\u5916\uff0c\u65b0\u7b97\u6cd5\u652f\u6301\u62c6\u5206\u5efa\u6a21\u3002\u5728 Modeler \u4e2d\uff0c\u53ef\u4ee5\u5c06\u53d8\u91cf\u5b9a\u4e49\u4e3a\u7c7b\u578b\u8282\u70b9\u4e2d\u7684\u62c6\u5206\u53d8\u91cf&#8211;\u7ed3\u679c\u652f\u6301\u7684\u7b97\u6cd5\u5c06\u4e3a\u6bcf\u4e2a\u62c6\u5206\u751f\u6210\u4e00\u4e2a\u5355\u72ec\u7684\u6a21\u578b\u3002\u5728\u7248\u672c 18 \u4e2d\uff0c\u53ef\u4ee5\u5c06\u65f6\u95f4\u5e8f\u5217\u6dfb\u52a0\u5230\u652f\u6301\u7684\u7b97\u6cd5\u5217\u8868\u4e2d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"680\" height=\"524\" src=\"https:\/\/cabit.top\/wp-content\/uploads\/2022\/03\/image-29.png\" alt=\"\" class=\"wp-image-548\" srcset=\"https:\/\/cabit.top\/wp-content\/uploads\/2022\/03\/image-29.png 680w, https:\/\/cabit.top\/wp-content\/uploads\/2022\/03\/image-29-300x231.png 300w\" sizes=\"auto, (max-width: 680px) 100vw, 680px\" \/><\/figure>\n\n\n\n<p><strong>\u6269\u5c55\u548c\u62e5\u62b1\u5f00\u6e90\u7684\u4ef7\u503c<\/strong><\/p>\n\n\n\n<p>\u591a\u5e74\u6765\uff0c\u6211\u4eec\u4e00\u76f4\u5728\u6269\u5c55\u548c\u62e5\u62b1\u5f00\u6e90\u7684\u4ef7\u503c\u3002\u6b63\u5982\u60a8\u5728\u8fd9\u4e2a\u793e\u533a\u4e2d\u770b\u5230\u7684\u90a3\u6837\uff0c\u6211\u4eec\u6709\u8bb8\u591a\u5f00\u6e90\u6269\u5c55\uff0c\u5141\u8bb8\u975e\u7a0b\u5e8f\u5458\u8fd0\u884c\u5f00\u6e90\u7a0b\u5e8f\u6765\u505a\u4efb\u4f55\u4e8b\u60c5\uff0c\u4ece\u5efa\u6a21\u5230\u4e0d\u540c\u7684\u56fe\u8868\u5230\u83b7\u53d6\u4e0d\u540c\u7c7b\u578b\u7684\u6570\u636e\u3002\u6211\u4eec\u5728\u7248\u672c 16 \u4e2d\u5f00\u59cb\u4f7f\u7528 R \u6269\u5c55\u8fdb\u884c\u6269\u5c55\u3002\u5728 17.1 \u7248\u4e2d\uff0c\u6211\u4eec\u6dfb\u52a0\u4e86\u5e26\u6709 Spark \u6269\u5c55\u7684 Python\uff0c\u4f46\u8981\u6c42\u5b83\u4eec\u5728 Analytic Server \u4e2d\u8fd0\u884c\u3002\u73b0\u5728\u6709\u4e86\u7248\u672c 18\uff0c\u5e26\u6709 Spark \u6269\u5c55\u7684 Python \u5c06\u5728 Modeler \u4e2d\u672c\u5730\u8fd0\u884c\u3002\u6211\u4eec\u8fd8\u5728 Modeler \u4e0b\u8f7d\u4e2d\u5305\u542b\u4e86 Spark\uff0c\u4ee5\u4fbf\u4efb\u4f55 Python \u4ee3\u7801\u90fd\u53ef\u4ee5\u8bbf\u95ee Spark \u673a\u5668\u5b66\u4e60\u5e93&#8211;\u8bf7\u6ce8\u610f\uff0c\u5fc5\u987b\u5355\u72ec\u5b89\u88c5 Python 2.x\u3002\u6211\u4eec\u5728\u6d4b\u8bd5\u4e2d\u4f7f\u7528\u7684\u53d1\u884c\u7248\u662f\u5728 https:\/\/www.continuum.io\/downloads \u627e\u5230\u7684 Anaconda\u3002<\/p>\n\n\n\n<p>\u901a\u8fc7\u6b64\u66f4\u6539\uff0c\u6240\u6709 Modeler \u7528\u6237\u73b0\u5728\u90fd\u53ef\u4ee5\u8fd0\u884c Python \u6269\u5c55\u3002\u4ed6\u4eec\u53ef\u4ee5\u8c03\u7528 Spark \u673a\u5668\u5b66\u4e60\u5e93\uff0c\u5176\u4e2d\u5305\u62ec Modeler \u4e2d\u6ca1\u6709\u7684\u8bb8\u591a\u7b97\u6cd5\uff0c\u4f8b\u5982\u68af\u5ea6\u63d0\u5347\u6811\u3002\u5982\u679c\u5b89\u88c5\u4e86\u9002\u5f53\u7684 Python \u5e93\uff0c\u6570\u636e\u79d1\u5b66\u5bb6\u8fd8\u53ef\u4ee5\u8c03\u7528\u5e38\u89c1\u7684 Python \u673a\u5668\u5b66\u4e60\u5e93\uff0c\u4f8b\u5982 num-py\u3001scipy\u3001scikit-learn \u548c Pandas\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"693\" height=\"254\" src=\"https:\/\/cabit.top\/wp-content\/uploads\/2022\/03\/image-30.png\" alt=\"\" class=\"wp-image-549\" srcset=\"https:\/\/cabit.top\/wp-content\/uploads\/2022\/03\/image-30.png 693w, https:\/\/cabit.top\/wp-content\/uploads\/2022\/03\/image-30-300x110.png 300w\" sizes=\"auto, (max-width: 693px) 100vw, 693px\" \/><\/figure>\n\n\n\n<p>\u6211\u4eec\u73b0\u5728\u8fd8\u4f7f\u4ece\u793e\u533a\u83b7\u5f97\u6269\u5c55\u53d8\u5f97\u66f4\u52a0\u5bb9\u6613\u3002\u4f7f\u7528\u65b0\u7684 Extensions \u83dc\u5355\u9879\uff0cModeler \u7528\u6237\u73b0\u5728\u53ef\u4ee5\u8c03\u7528 Extension hub\u3002\u6709\u4e86\u8fd9\u4e2a\u96c6\u7ebf\u5668\uff0c\u7528\u6237\u53ef\u4ee5\u8bc6\u522b\u3001\u4e0b\u8f7d\u548c\u5b89\u88c5\u6269\u5c55\uff0c\u800c\u65e0\u9700\u53bb Github \u5e76\u624b\u52a8\u4f20\u8f93\u6587\u4ef6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"693\" height=\"382\" src=\"https:\/\/cabit.top\/wp-content\/uploads\/2022\/03\/image-31.png\" alt=\"\" class=\"wp-image-550\" srcset=\"https:\/\/cabit.top\/wp-content\/uploads\/2022\/03\/image-31.png 693w, https:\/\/cabit.top\/wp-content\/uploads\/2022\/03\/image-31-300x165.png 300w\" sizes=\"auto, (max-width: 693px) 100vw, 693px\" \/><\/figure>\n\n\n\n<p><strong>\u5e73\u53f0\u7075\u6d3b\u6027<\/strong><\/p>\n\n\n\n<p>\u6211\u4eec\u5728\u5e2e\u52a9\u83dc\u5355\u4e2d\u6dfb\u52a0\u4e86\u51e0\u4e2a\u94fe\u63a5\u5230\u8fd9\u4e2a\u793e\u533a&#8211;\u7279\u522b\u662f\u8bba\u575b\u548c\u793e\u533a\u5e2e\u52a9\u9875\u9762\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"693\" height=\"309\" src=\"https:\/\/cabit.top\/wp-content\/uploads\/2022\/03\/image-32.png\" alt=\"\" class=\"wp-image-551\" srcset=\"https:\/\/cabit.top\/wp-content\/uploads\/2022\/03\/image-32.png 693w, https:\/\/cabit.top\/wp-content\/uploads\/2022\/03\/image-32-300x134.png 300w\" sizes=\"auto, (max-width: 693px) 100vw, 693px\" \/><\/figure>\n\n\n\n<p>Modeler Personal \u548c Professional \u5c06\u5728 Mac OS \u7248\u672c 18 \u4e0a\u53ef\u7528\u3002\u6b64\u5916\uff0cModeler 18 \u7684\u6240\u6709\u7248\u672c\u90fd\u652f\u6301 Windows 10\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"693\" height=\"351\" src=\"https:\/\/cabit.top\/wp-content\/uploads\/2022\/03\/image-33.png\" alt=\"\" class=\"wp-image-552\" srcset=\"https:\/\/cabit.top\/wp-content\/uploads\/2022\/03\/image-33.png 693w, https:\/\/cabit.top\/wp-content\/uploads\/2022\/03\/image-33-300x152.png 300w\" sizes=\"auto, (max-width: 693px) 100vw, 693px\" \/><\/figure>\n\n\n\n<p><strong>\u5176\u4ed6\u53d8\u5316<\/strong><\/p>\n\n\n\n<p>Modeler 18 \u6269\u5c55\u4e86\u5176\u6570\u636e\u5e93\u5185\u6316\u6398\u529f\u80fd\uff0c\u5c06 DB2 \u5305\u542b\u5728 Z\/os \u6216 IDAA\uff08IBM SB2 \u5206\u6790\u52a0\u901f\u5668\uff09\u4e2d\u3002\u4f7f\u7528 GUI\uff0cModeler \u5ba2\u6237\u73b0\u5728\u53ef\u4ee5\u4f7f\u7528\u51b3\u7b56\u6811\u3001\u56de\u5f52\u6811\u3001K-Means\u3001\u672c\u673a\u8d1d\u53f6\u65af\u548c\u4e24\u6b65\u7b97\u6cd5\u6765\u6784\u5efa\u548c\u90e8\u7f72\u6a21\u578b\u3002<\/p>\n\n\n\n<p>Modeler Premium \u73b0\u5728\u5305\u62ec\u989d\u5916\u7684\u5b9e\u4f53\u5206\u6790\u529f\u80fd&#8211;\u5305\u62ec\u4f7f\u7528\u5916\u90e8 DB2 \u5b58\u50a8\u5e93\u3001\u8d85\u8fc7 4 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2&#46;&#46;&#46;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":["post-547","post","type-post","status-publish","format-standard","hentry","category-spss"],"_links":{"self":[{"href":"https:\/\/cabit.top\/index.php?rest_route=\/wp\/v2\/posts\/547","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cabit.top\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cabit.top\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cabit.top\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/cabit.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=547"}],"version-history":[{"count":1,"href":"https:\/\/cabit.top\/index.php?rest_route=\/wp\/v2\/posts\/547\/revisions"}],"predecessor-version":[{"id":553,"href":"https:\/\/cabit.top\/index.php?rest_route=\/wp\/v2\/posts\/547\/revisions\/553"}],"wp:attachment":[{"href":"https:\/\/cabit.top\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=547"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cabit.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=547"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cabit.top\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=547"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}