{"id":73150,"date":"2026-11-15T14:14:01","date_gmt":"2026-11-15T06:14:01","guid":{"rendered":"https:\/\/www.biocloudservice.com\/wordpress\/?p=73150"},"modified":"2026-11-15T14:14:01","modified_gmt":"2026-11-15T06:14:01","slug":"majiq-lsv-delta-psi-posterior-probability-direction-result-review","status":"publish","type":"post","link":"https:\/\/www.biocloudservice.com\/wordpress\/majiq-lsv-delta-psi-posterior-probability-direction-result-review\/","title":{"rendered":"MAJIQ \u7ed3\u679c\u600e\u4e48\u8bfb\uff0c\u53d8\u5316\u5747\u503c\u76f8\u540c\uff0c\u4e3a\u4ec0\u4e48\u53ef\u4fe1\u7a0b\u5ea6\u5b8c\u5168\u4e0d\u540c"},"content":{"rendered":"
\n

\u770b\u5230\u4e00\u4e2a\u526a\u63a5\u8fde\u63a5\u7684\u5e73\u5747\u53d8\u5316\u4e3a\u96f6\u70b9\u4e09\uff0c\u5f88\u591a\u4eba\u4f1a\u81ea\u7136\u5730\u628a\u5b83\u7406\u89e3\u6210\u4e09\u5341\u4e2a\u767e\u5206\u70b9\u7684\u660e\u786e\u6539\u53d8\u3002\u4f46\u5e73\u5747\u503c\u53ea\u63cf\u8ff0\u5206\u5e03\u7684\u4e00\u4e2a\u4f4d\u7f6e\uff0c\u4e0d\u80fd\u544a\u8bc9\u6211\u4eec\u4e0d\u786e\u5b9a\u6027\u6709\u591a\u5927\u3001\u53d8\u5316\u662f\u5426\u8fbe\u5230\u5173\u5fc3\u7684\u5e45\u5ea6\uff0c\u4e5f\u4e0d\u80fd\u4fdd\u8bc1\u65b9\u5411\u5df2\u7ecf\u786e\u5b9a\u3002<\/p>\n

\u672c\u7bc7\u7ed3\u5408 MAJIQ \u7684\u516c\u5f00\u6587\u6863\uff0c\u4f7f\u7528\u539f\u521b\u79bb\u6563\u6982\u7387\u7ec3\u4e60\u89e3\u91ca\u5c40\u90e8\u526a\u63a5\u53d8\u5f02\u3001\u5305\u542b\u6c34\u5e73\u3001\u5dee\u5f02\u5206\u5e03\u548c\u9010\u6837\u672c\u68c0\u67e5\u3002\u9644\u4ef6\u5b9e\u9645\u8fd0\u884c\u7684\u662f\u72ec\u7acb Python \u7b97\u672f\u811a\u672c\uff0c\u6ca1\u6709\u5b89\u88c5\u6216\u8fd0\u884c MAJIQ\uff0c\u6ca1\u6709\u62df\u5408\u540e\u9a8c\u5206\u5e03\uff0c\u4e5f\u6ca1\u6709\u4ece\u771f\u5b9e\u6570\u636e\u751f\u6210\u7edf\u8ba1\u7ed3\u679c\u3002<\/p>\n

\"\u540c\u6837\u53d8\u5316
\u539f\u521b\u6982\u7387\u7ec3\u4e60\uff0c\u5206\u5f00\u770b\u5e45\u5ea6\u3001\u65b9\u5411\u4e0e\u4e0d\u786e\u5b9a\u6027<\/figcaption><\/figure>\n

\u5c40\u90e8\u526a\u63a5\u9009\u62e9\u4e0d\u662f\u5b8c\u6574\u5f02\u6784\u4f53\u8eab\u4efd<\/h2>\n

\u4e00\u4e2a\u5916\u663e\u5b50\u53ef\u80fd\u5411\u4e0d\u540c\u4e0b\u6e38\u4f4d\u7f6e\u8fde\u63a5\uff0c\u4e5f\u53ef\u80fd\u7531\u591a\u4e2a\u4e0a\u6e38\u4f4d\u7f6e\u8fde\u63a5\u5230\u8fbe\u3002MAJIQ \u4f7f\u7528\u5c40\u90e8\u526a\u63a5\u53d8\u5f02\u7ec4\u7ec7\u8fd9\u6837\u7684\u9009\u62e9\u5173\u7cfb\u3002\u8fd9\u91cc\u7684\u5c40\u90e8\u5f88\u5173\u952e\uff0c\u89c2\u5bdf\u5230\u4e00\u4e2a\u8fde\u63a5\u7684\u4f7f\u7528\u6bd4\u4f8b\uff0c\u4e0d\u7b49\u4e8e\u5df2\u7ecf\u8bc6\u522b\u4e86\u6574\u6761\u8f6c\u5f55\u672c\u7684\u6240\u6709\u5176\u4ed6\u8fde\u63a5\u3002<\/p>\n

\u53ef\u4ee5\u628a\u4e00\u4e2a\u5c40\u90e8\u4e8b\u4ef6\u60f3\u6210\u4ece\u540c\u4e00\u5904\u51fa\u53d1\u7684\u4e09\u4e2a\u5206\u652f\u3002\u8bfb\u6bb5\u652f\u6301\u544a\u8bc9\u6211\u4eec\u4e09\u4e2a\u5206\u652f\u5404\u81ea\u5360\u591a\u5c11\uff0c\u5374\u53ef\u80fd\u65e0\u6cd5\u56de\u7b54\u8fd9\u4e9b\u5206\u652f\u5728\u66f4\u8fdc\u4f4d\u7f6e\u53c8\u4e0e\u54ea\u4e9b\u7ed3\u6784\u76f8\u8fde\u3002\u628a\u5c40\u90e8\u6bd4\u4f8b\u76f4\u63a5\u547d\u540d\u6210\u67d0\u6761\u5b8c\u6574\u8f6c\u5f55\u672c\u7684\u8868\u8fbe\u91cf\uff0c\u4f1a\u8d85\u51fa\u8bc1\u636e\u8303\u56f4\u3002<\/p>\n

\u540c\u4e00\u4e2a\u57fa\u56e0\u4e5f\u53ef\u80fd\u51fa\u73b0\u591a\u4e2a\u5c40\u90e8\u4e8b\u4ef6\uff0c\u6709\u4e9b\u4e8b\u4ef6\u8fd8\u5171\u4eab\u8fde\u63a5\u3002\u6c47\u603b\u65f6\u5e94\u540c\u65f6\u4fdd\u7559\u5c40\u90e8\u4e8b\u4ef6\u4e0e\u5177\u4f53\u8fde\u63a5\u7684\u6807\u8bc6\uff0c\u4e0d\u80fd\u628a\u540c\u4e00\u53d8\u5316\u5728\u4e0d\u540c\u5c40\u90e8\u89c6\u89d2\u4e0b\u7684\u51fa\u73b0\uff0c\u81ea\u52a8\u5f53\u6210\u591a\u6b21\u72ec\u7acb\u9a8c\u8bc1\u3002<\/p>\n

\u5b98\u65b9\u6982\u89c8\u5c06\u526a\u63a5\u56fe\u3001\u5c40\u90e8\u4e8b\u4ef6\u548c\u5305\u542b\u6c34\u5e73\u5206\u522b\u5b9a\u4e49\u3002\u5305\u542b\u6c34\u5e73\u662f\u5728\u5f53\u524d\u5c40\u90e8\u9009\u62e9\u96c6\u5408\u4e2d\u7684\u76f8\u5bf9\u91cf\uff0c\u4e0d\u662f\u8fd9\u4e2a\u57fa\u56e0\u5360\u5168\u6837\u672c\u8868\u8fbe\u91cf\u7684\u6bd4\u4f8b\u3002MAJIQ \u6982\u5ff5\u6982\u89c8<\/a><\/p>\n

\u672c\u7bc7\u4e3a\u4ec0\u4e48\u4e0d\u63d0\u4f9b\u8f6f\u4ef6\u5b9e\u8dd1\u7ed3\u679c<\/h2>\n

MAJIQ \u5b98\u65b9\u5546\u4e1a\u4e0b\u8f7d\u8bf4\u660e\u9488\u5bf9\u5546\u4e1a\u7528\u9014\u6216\u5546\u4e1a\u673a\u6784\u4eba\u5458\u63d0\u4f9b\u5355\u72ec\u8bb8\u53ef\u8def\u5f84\u3002\u5728\u5c1a\u672a\u786e\u8ba4\u8986\u76d6\u672c\u6b21\u7528\u9014\u7684\u6388\u6743\u524d\uff0c\u6211\u4eec\u53ea\u4f7f\u7528\u516c\u5f00\u8d44\u6599\u5e76\u8fd0\u884c\u81ea\u7f16\u6570\u5b66\u7ec3\u4e60\uff0c\u4e0d\u4e0b\u8f7d\u6216\u4f7f\u7528\u5b66\u672f\u8bb8\u53ef\u8f6f\u4ef6\u6765\u66ff\u4ee3\u5546\u4e1a\u6388\u6743\u3002MAJIQ \u5546\u4e1a\u8bb8\u53ef\u8bf4\u660e<\/a><\/p>\n

\u4e0b\u9762\u6240\u6709\u6982\u7387\u70b9\u3001\u6743\u91cd\u548c\u5305\u542b\u6bd4\u4f8b\u90fd\u662f\u624b\u5de5\u8bbe\u5b9a\u3002\u5b83\u4eec\u7528\u4e8e\u68c0\u9a8c\u8bfb\u8868\u903b\u8f91\uff0c\u4e0d\u8868\u793a MAJIQ \u4f1a\u5bf9\u67d0\u79cd\u8f93\u5165\u751f\u6210\u8fd9\u6837\u7684\u5206\u5e03\uff0c\u4e5f\u4e0d\u662f\u5bf9\u5176\u63a8\u65ad\u7b97\u6cd5\u7684\u7b80\u5316\u590d\u523b\u3002<\/p>\n

\u8fd9\u79cd\u7ec3\u4e60\u9002\u5408\u5148\u628a\u95ee\u9898\u62c6\u6e05\u695a\u3002\u54ea\u4e9b\u91cf\u63cf\u8ff0\u53d8\u5316\u5e45\u5ea6\uff0c\u54ea\u4e9b\u91cf\u63cf\u8ff0\u4e0d\u786e\u5b9a\u6027\uff0c\u54ea\u4e9b\u91cf\u4f9d\u8d56\u7ec4\u522b\u65b9\u5411\uff0c\u54ea\u4e9b\u91cf\u53ea\u80fd\u4ece\u6837\u672c\u5206\u5e03\u7406\u89e3\u3002\u660e\u786e\u8fd9\u4e9b\u533a\u522b\u540e\uff0c\u9605\u8bfb\u771f\u5b9e\u8f93\u51fa\u548c\u51b3\u5b9a\u8fdb\u4e00\u6b65\u9a8c\u8bc1\u76ee\u6807\u90fd\u4f1a\u66f4\u6709\u4f9d\u636e\u3002<\/p>\n

\u5148\u770b\u4e00\u4e2a\u4e09\u4e2a\u5206\u652f\u7684\u5c40\u90e8\u4e8b\u4ef6<\/h2>\n

\u8bbe\u7ec4 A \u7684\u4e09\u4e2a\u8fde\u63a5\u6bd4\u4f8b\u5206\u522b\u4e3a\u96f6\u70b9\u516d\u3001\u96f6\u70b9\u4e8c\u4e94\u548c\u96f6\u70b9\u4e00\u4e94\uff0c\u7ec4 B \u5206\u522b\u4e3a\u96f6\u70b9\u4e09\u3001\u96f6\u70b9\u56db\u4e94\u548c\u96f6\u70b9\u4e8c\u4e94\u3002\u6bcf\u7ec4\u52a0\u8d77\u6765\u90fd\u4e3a\u4e00\u3002\u6309\u672c\u7ec3\u4e60\u660e\u786e\u89c4\u5b9a\u7684 A \u51cf B\uff0c\u4e09\u4e2a\u5dee\u503c\u4e3a\u6b63\u96f6\u70b9\u4e09\u3001\u8d1f\u96f6\u70b9\u4e8c\u548c\u8d1f\u96f6\u70b9\u4e00\u3002<\/p>\n

\n\n\n\n\n\n\n\n
\u8fde\u63a5<\/th>\n\u7ec4 A<\/th>\n\u7ec4 B<\/th>\n\u7ec3\u4e60\u4e2d\u7684 A \u51cf B<\/th>\n<\/tr>\n<\/thead>\n
J1<\/td>\n0.60<\/td>\n0.30<\/td>\n0.30<\/td>\n<\/tr>\n
J2<\/td>\n0.25<\/td>\n0.45<\/td>\n\u22120.20<\/td>\n<\/tr>\n
J3<\/td>\n0.15<\/td>\n0.25<\/td>\n\u22120.10<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n

\u4e09\u4e2a\u5dee\u503c\u76f8\u52a0\u4e3a\u96f6\u3002\u8fd9\u662f\u5c40\u90e8\u7ec4\u6210\u5173\u7cfb\u7684\u7ed3\u679c\uff0c\u4e00\u6761\u5206\u652f\u76f8\u5bf9\u4efd\u989d\u589e\u52a0\uff0c\u5176\u4ed6\u5206\u652f\u7684\u4efd\u989d\u9700\u8981\u5171\u540c\u8865\u507f\u3002\u5b83\u4e0d\u4ee3\u8868\u6574\u4e2a\u57fa\u56e0\u7684\u603b\u8868\u8fbe\u91cf\u5b88\u6052\uff0c\u66f4\u4e0d\u8bf4\u660e\u4e09\u4e2a\u5206\u652f\u5728\u7edd\u5bf9\u5206\u5b50\u6570\u4e0a\u53d1\u751f\u4e86\u540c\u7b49\u65b9\u5411\u7684\u53d8\u5316\u3002<\/p>\n

\u8fd9\u91cc\u7684\u5dee\u503c\u65b9\u5411\u662f\u7ec3\u4e60\u81ea\u5df1\u58f0\u660e\u7684\uff0c\u4e0d\u80fd\u4e0d\u6838\u5bf9\u7248\u672c\u3001\u8f93\u51fa\u5217\u548c\u7ec4\u540d\uff0c\u5c31\u628a\u5b83\u5957\u5230\u4efb\u610f\u8f6f\u4ef6\u6587\u4ef6\u4e0a\u3002\u5b9e\u9645\u8bb0\u5f55\u5e94\u5199\u6e05\u6bd4\u8f83\u7684\u4e24\u4e2a\u6761\u4ef6\u53ca\u76f8\u51cf\u987a\u5e8f\uff0c\u907f\u514d\u4e00\u4e2a\u6b63\u53f7\u5728\u4e0d\u540c\u62a5\u544a\u4e2d\u88ab\u89e3\u91ca\u6210\u76f8\u53cd\u542b\u4e49\u3002<\/p>\n

\u5e73\u5747\u53d8\u5316\u4e3a\u96f6\u70b9\u4e09\uff0c\u4ecd\u7136\u53ef\u80fd\u6709\u4e0d\u540c\u7684\u4e0d\u786e\u5b9a\u6027<\/h2>\n

\u6211\u4eec\u6784\u9020\u4e24\u4efd\u6982\u7387\u5206\u5e03\uff0c\u4e8c\u8005\u5e73\u5747\u503c\u90fd\u7b49\u4e8e\u96f6\u70b9\u4e09\u3002\u7b2c\u4e00\u4efd\u53ea\u6709\u4e09\u4e2a\u53ef\u80fd\u4f4d\u7f6e\uff0c\u96f6\u70b9\u4e8c\u4e94\u3001\u96f6\u70b9\u4e09\u548c\u96f6\u70b9\u4e09\u4e94\uff0c\u5bf9\u5e94\u6743\u91cd\u96f6\u70b9\u4e8c\u3001\u96f6\u70b9\u516d\u548c\u96f6\u70b9\u4e8c\u3002\u5168\u90e8\u6982\u7387\u8d28\u91cf\u90fd\u843d\u5728\u8f83\u5927\u6b63\u53d8\u5316\u533a\u57df\u3002<\/p>\n

\u7b2c\u4e8c\u4efd\u8bbe\u5728\u8d1f\u96f6\u70b9\u4e00\u3001\u6b63\u96f6\u70b9\u4e00\u548c\u6b63\u96f6\u70b9\u4e94\u516b\uff0c\u6743\u91cd\u5206\u522b\u4e3a\u96f6\u70b9\u4e8c\u3001\u96f6\u70b9\u4e09\u548c\u96f6\u70b9\u4e94\u3002\u52a0\u6743\u5e73\u5747\u540c\u6837\u662f\u96f6\u70b9\u4e09\uff0c\u4f46\u4e00\u534a\u6982\u7387\u8d28\u91cf\u843d\u5728\u7edd\u5bf9\u53d8\u5316\u4e0d\u8d85\u8fc7\u96f6\u70b9\u4e8c\u7684\u533a\u57df\uff0c\u8fd8\u5b58\u5728\u8d1f\u65b9\u5411\u7684\u8d28\u91cf\u3002<\/p>\n

\u5982\u679c\u5173\u5fc3\u7edd\u5bf9\u53d8\u5316\u8d85\u8fc7\u96f6\u70b9\u4e8c\u7684\u6982\u7387\uff0c\u7b2c\u4e00\u4efd\u4e3a\u4e00\uff0c\u7b2c\u4e8c\u4efd\u4e3a\u96f6\u70b9\u4e94\u3002\u82e5\u53ea\u770b\u5747\u503c\uff0c\u4e24\u8005\u5b8c\u5168\u76f8\u540c\u3002\u5982\u679c\u8fd8\u770b\u6b63\u65b9\u5411\u6982\u7387\uff0c\u7b2c\u4e00\u4efd\u4e3a\u4e00\uff0c\u7b2c\u4e8c\u4efd\u4e3a\u96f6\u70b9\u516b\u3002<\/p>\n

\n\n\n\n\n\n\n\n\n
\u4eba\u5de5\u5206\u5e03<\/th>\n\u5e73\u5747\u53d8\u5316<\/th>\n\u5927\u4e8e 0.2 \u7684\u7edd\u5bf9\u53d8\u5316\u6982\u7387<\/th>\n<\/tr>\n<\/thead>\n
\u96c6\u4e2d\u7684\u8f83\u5927\u53d8\u5316<\/td>\n0.30<\/td>\n1.00<\/td>\n<\/tr>\n
\u5206\u6563\u4f46\u5747\u503c\u76f8\u540c<\/td>\n0.30<\/td>\n0.50<\/td>\n<\/tr>\n
\u6b63\u8d1f\u65b9\u5411\u5404\u534a<\/td>\n0.00<\/td>\n1.00<\/td>\n<\/tr>\n
\u96c6\u4e2d\u7684\u5c0f\u53d8\u5316<\/td>\n0.05<\/td>\n0.00<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n

\u56e0\u6b64\uff0c\u5e73\u5747\u6548\u5e94\u4e0e\u8d85\u8fc7\u9608\u503c\u7684\u6982\u7387\u9700\u8981\u4e00\u8d77\u89e3\u91ca\u3002\u524d\u8005\u5927\uff0c\u4e0d\u4fdd\u8bc1\u540e\u8005\u9ad8\u3002\u53ea\u628a\u5747\u503c\u5217\u753b\u6210\u4e00\u4e2a\u67f1\u72b6\u56fe\uff0c\u4f1a\u63a9\u76d6\u5206\u5e03\u5bbd\u5ea6\u548c\u65b9\u5411\u4e0d\u786e\u5b9a\u6027\u3002<\/p>\n

\u672c\u4f8b\u4e2d\u7684\u4e00\u53ea\u662f\u6709\u9650\u4eba\u5de5\u6982\u7387\u70b9\u7684\u7cbe\u786e\u52a0\u548c\uff0c\u4e0d\u662f\u751f\u7269\u5b66\u771f\u5b9e\u6027\u767e\u5206\u4e4b\u767e\u7684\u4fdd\u8bc1\u3002\u771f\u5b9e\u63a8\u65ad\u8fd8\u4f9d\u8d56\u6a21\u578b\u3001\u8f93\u5165\u8d28\u91cf\u548c\u5047\u8bbe\u662f\u5426\u9002\u5f53\uff0c\u4e0d\u80fd\u628a\u4e00\u4e2a\u5f88\u9ad8\u7684\u6a21\u578b\u6982\u7387\u5199\u6210\u5916\u90e8\u5b9e\u9a8c\u5df2\u7ecf\u5b8c\u6210\u9a8c\u8bc1\u3002<\/p>\n

\u7edd\u5bf9\u53d8\u5316\u53ef\u4fe1\uff0c\u4e0d\u7b49\u4e8e\u65b9\u5411\u5df2\u7ecf\u660e\u786e<\/h2>\n

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\u540c\u4e00\u4e2a\u9879\u76ee\u4e2d\u4e0d\u8981\u6df7\u7528\u4e0d\u540c\u5927\u7248\u672c\u7684\u6587\u4ef6\u7ea6\u5b9a<\/h2>\n

\u5f53\u524d\u516c\u5f00\u6587\u6863\u5df2\u7ecf\u63d0\u4f9b\u7b2c\u4e09\u7248\u8fc1\u79fb\u8bf4\u660e\uff0c\u5217\u51fa\u4e86\u4e0e\u7b2c\u4e8c\u7248\u4e0d\u540c\u7684\u6d41\u7a0b\u62c6\u5206\u548c\u6587\u4ef6\u7c7b\u578b\u3002\u67d0\u4e9b\u65e7\u6559\u7a0b\u91cc\u7684\u8f93\u5165\u8f93\u51fa\uff0c\u4e0d\u80fd\u76f4\u63a5\u4e0e\u65b0\u7248\u672c\u547d\u4ee4\u62fc\u63a5\u3002<\/p>\n

\u9605\u8bfb\u6559\u7a0b\u65f6\uff0c\u5e94\u5148\u8bb0\u5f55\u8f6f\u4ef6\u7248\u672c\u3001\u6587\u6863\u7248\u672c\u548c\u8f93\u51fa\u683c\u5f0f\uff0c\u518d\u51b3\u5b9a\u54ea\u4e9b\u547d\u4ee4\u9002\u7528\u3002\u516c\u5f00\u6587\u6863\u4e0d\u540c\u9875\u9762\u5bf9\u4e8e\u53ef\u89c6\u5316\u517c\u5bb9\u6027\u7684\u63cf\u8ff0\u4e5f\u53ef\u80fd\u66f4\u65b0\u4e0d\u540c\u6b65\uff0c\u56e0\u6b64\u5e94\u7ee7\u7eed\u6838\u5bf9\u6240\u7528\u5b89\u88c5\u7248\u672c\u7684\u5b9e\u9645\u5e2e\u52a9\u548c\u914d\u5957\u8bf4\u660e\uff0c\u4e0d\u51ed\u67d0\u4e00\u9875\u6982\u89c8\u63a8\u65ad\u5168\u90e8\u6587\u4ef6\u90fd\u517c\u5bb9\u3002MAJIQ \u7248\u672c\u8fc1\u79fb\u8bf4\u660e<\/a><\/p>\n

\u672c\u7bc7\u6ca1\u6709\u5b89\u88c5\u8f6f\u4ef6\uff0c\u6240\u4ee5\u4e0d\u63d0\u4f9b\u58f0\u79f0\u5df2\u9a8c\u8bc1\u7684\u5b8c\u6574\u547d\u4ee4\u94fe\u3002\u5b9e\u9645\u83b7\u5f97\u76f8\u5e94\u7528\u9014\u6388\u6743\u5e76\u51c6\u5907\u6267\u884c\u65f6\uff0c\u5e94\u5148\u7528\u5c0f\u89c4\u6a21\u5df2\u77e5\u8f93\u5165\u68c0\u67e5\u6587\u4ef6\u8fde\u63a5\uff0c\u518d\u6269\u5c55\u5230\u5b8c\u6574\u9879\u76ee\u3002<\/p>\n

\u7248\u672c\u4e4b\u5916\uff0c\u53c2\u8003\u526a\u63a5\u56fe\u548c\u5c40\u90e8\u9009\u62e9\u96c6\u5408\u4e5f\u9700\u8981\u4e00\u81f4\u3002\u4e00\u4e2a\u8fde\u63a5\u7684\u5206\u6bcd\u4f9d\u8d56\u5b83\u6240\u5728\u7684\u5c40\u90e8\u96c6\u5408\uff0c\u65b0\u589e\u6216\u5220\u53bb\u5019\u9009\u5206\u652f\u540e\uff0c\u5373\u4f7f\u67d0\u6761\u8fde\u63a5\u7684\u539f\u59cb\u652f\u6301\u6ca1\u53d8\uff0c\u76f8\u5bf9\u6bd4\u4f8b\u4ecd\u53ef\u80fd\u53d8\u5316\u3002<\/p>\n

\u600e\u6837\u628a\u7ed3\u679c\u6574\u7406\u6210\u53ef\u9a8c\u8bc1\u7684\u5019\u9009<\/h2>\n

\u5efa\u8bae\u6bcf\u6761\u5019\u9009\u81f3\u5c11\u4fdd\u7559\u5c40\u90e8\u4e8b\u4ef6\u8eab\u4efd\u3001\u5177\u4f53\u8fde\u63a5\u3001\u7ec4\u522b\u65b9\u5411\u3001\u53d8\u5316\u5e45\u5ea6\u3001\u4e0d\u786e\u5b9a\u6027\u63cf\u8ff0\u548c\u9010\u6837\u672c\u652f\u6301\u3002\u9700\u8981\u6c47\u603b\u5230\u57fa\u56e0\u65f6\uff0c\u53e6\u5efa\u5bf9\u5e94\u5173\u7cfb\uff0c\u4fdd\u6301\u539f\u59cb\u5c40\u90e8\u8bc1\u636e\u53ef\u56de\u67e5\u3002<\/p>\n

\u9009\u62e9\u9a8c\u8bc1\u5bf9\u8c61\u65f6\uff0c\u5148\u5224\u65ad\u95ee\u9898\u662f\u67d0\u4e2a\u8fde\u63a5\u7684\u4f7f\u7528\u53d8\u5316\uff0c\u8fd8\u662f\u67d0\u79cd\u5b8c\u6574\u5f02\u6784\u4f53\u7684\u53d8\u5316\u3002\u524d\u8005\u4e0e\u5c40\u90e8\u8bc1\u636e\u66f4\u76f4\u63a5\u5bf9\u5e94\uff0c\u540e\u8005\u901a\u5e38\u8fd8\u9700\u8981\u66f4\u591a\u7ed3\u6784\u4fe1\u606f\u3002\u5b9e\u9a8c\u9a8c\u8bc1\u7684\u76ee\u6807\u5e94\u5f53\u4e0e\u8ba1\u7b97\u8bc1\u636e\u63cf\u8ff0\u7684\u5bf9\u8c61\u4e00\u81f4\u3002<\/p>\n

MAJIQ \u7684\u4f18\u52bf\u662f\u80fd\u591f\u7ec4\u7ec7\u8f83\u590d\u6742\u7684\u5c40\u90e8\u526a\u63a5\u9009\u62e9\uff0c\u5e76\u901a\u8fc7\u5206\u5e03\u8868\u8fbe\u4e0d\u786e\u5b9a\u6027\u3002\u5b83\u7684\u5c40\u9650\u4e5f\u6765\u81ea\u5c40\u90e8\u89c6\u89d2\u548c\u8f93\u5165\u8bc1\u636e\uff0c\u4e0d\u80fd\u81ea\u52a8\u6062\u590d\u5168\u90e8\u8fdc\u8ddd\u79bb\u7ed3\u6784\u5173\u7cfb\uff0c\u4e5f\u4e0d\u80fd\u8ba9\u4f4e\u8986\u76d6\u3001\u6df7\u6742\u6216\u4e0d\u4e00\u81f4\u7684\u56fe\u6784\u5efa\u53d8\u5f97\u53ef\u9760\u3002<\/p>\n

\u8fd0\u884c\u5e76\u6838\u5bf9\u539f\u521b\u7ec3\u4e60<\/h2>\n

\u811a\u672c\u53ea\u4f9d\u8d56 Python \u6807\u51c6\u5e93\uff0c\u8f93\u51fa\u56db\u4efd\u4eba\u5de5\u6982\u7387\u5206\u5e03\u7684\u5747\u503c\u3001\u9608\u503c\u6982\u7387\u548c\u65b9\u5411\u6982\u7387\uff0c\u8fd8\u4fdd\u5b58\u8fde\u63a5\u9519\u4f4d\u68c0\u67e5\u53ca\u6837\u672c\u5747\u503c\u4e2d\u4f4d\u6570\u4f8b\u5b50\u3002\u5b83\u4e0d\u8bfb\u53d6 MAJIQ \u8f6f\u4ef6\u6570\u636e\uff0c\u4e5f\u4e0d\u4f7f\u7528\u5176\u63a8\u65ad\u4ee3\u7801\u3002<\/p>\n

python3 154-majiq\/run.py results\/majiq-review\r\n<\/code><\/pre>\n
\u6982\u7387\u7ec3\u4e60\u7684\u6838\u5fc3\u8fd0\u7b97\u5f88\u77ed\uff0c\u4f46\u5fc5\u987b\u77e5\u9053\u8f93\u5165\u8d28\u91cf\u6765\u81ea\u4eba\u5de5\u6784\u9020\uff0c\u800c\u4e0d\u662f\u7ecf\u8fc7\u62df\u5408\u5f97\u5230\u3002<\/p>\n
points = [(0.25, 0.2), (0.30, 0.6), (0.35, 0.2)]\r\nassert abs(sum(weight for value, weight in points) - 1) < 1e-10\r\n\r\nmean_change = sum(value * weight for value, weight in points)\r\nprob_large = sum(weight for value, weight in points if abs(value) > 0.2)\r\nprob_positive = sum(weight for value, weight in points if value > 0)\r\n<\/code><\/pre>\n
\u4e0b\u8f7d\u672c\u7ec4\u4e09\u7bc7\u7684\u7ec3\u4e60\u3001\u5b9e\u8dd1\u811a\u672c\u4e0e\u6838\u9a8c\u7ed3\u679c<\/a>\u3002\u5148\u68c0\u67e5\u4e24\u4efd\u5747\u503c\u76f8\u540c\u7684\u5206\u5e03\u4e3a\u4f55\u5f97\u5230\u4e0d\u540c\u9608\u503c\u6982\u7387\uff0c\u518d\u68c0\u67e5\u7edd\u5bf9\u53d8\u5316\u4e0e\u65b9\u5411\u7684\u533a\u522b\uff0c\u6700\u540e\u590d\u6838\u9519\u4f4d\u76f8\u51cf\u4e3a\u4ec0\u4e48\u4ecd\u80fd\u6ee1\u8db3\u96f6\u548c\u7ea6\u675f\u3002\u8fd9\u4e09\u6b65\u8db3\u4ee5\u907f\u514d\u4e0d\u5c11\u5e38\u89c1\u7684\u8bfb\u8868\u9519\u8bef\u3002<\/p>\n
\u5982\u679c\u540e\u7eed\u9700\u8981\u6301\u7eed\u7ef4\u62a4\u526a\u63a5\u5206\u6790\u73af\u5883\u4e0e\u591a\u6279\u6b21\u7ed3\u679c\uff0c\u53ef\u4e86\u89e3\u4e91\u751f\u4fe1\u751f\u7269\u5206\u6790\u670d\u52a1\u5668\u670d\u52a1<\/a>\uff0c\u7edf\u4e00\u8bb0\u5f55\u8f6f\u4ef6\u7248\u672c\u3001\u8f93\u5165\u6765\u6e90\u548c\u5019\u9009\u8bc1\u636e\u3002<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"
\u7528\u539f\u521b\u79bb\u6563\u6982\u7387\u548c\u8fde\u63a5\u5bf9\u9f50\u7ec3\u4e60\uff0c\u8bb2\u6e05 MAJIQ \u7684\u5c40\u90e8\u4e8b\u4ef6\u3001\u53d8\u5316\u5206\u5e03\u3001\u65b9\u5411\u6982\u7387\u3001\u6837\u672c\u5f02\u8d28\u6027\u53ca\u7248\u672c\u8854\u63a5\u3002<\/p>\n","protected":false},"author":1,"featured_media":73149,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[49],"tags":[1376,1375,1373,86],"class_list":["post-73150","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-software","tag-lsv","tag-majiq","tag-1373","tag-86"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2026\/11\/majiq-lsv-delta-psi-posterior-probability-direction-result-review-guide.png?fit=1200%2C840&ssl=1","_links":{"self":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/73150","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/comments?post=73150"}],"version-history":[{"count":1,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/73150\/revisions"}],"predecessor-version":[{"id":73154,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/posts\/73150\/revisions\/73154"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/media\/73149"}],"wp:attachment":[{"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/media?parent=73150"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/categories?post=73150"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.biocloudservice.com\/wordpress\/wp-json\/wp\/v2\/tags?post=73150"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}