{"id":989,"date":"2023-07-28T02:02:31","date_gmt":"2023-07-28T02:02:31","guid":{"rendered":"https:\/\/statorials.org\/hi\/%e0%a4%86%e0%a4%b0%e0%a4%8f%e0%a4%ae%e0%a4%8f%e0%a4%b8%e0%a4%88-%e0%a4%aa%e0%a4%be%e0%a4%af%e0%a4%a5%e0%a4%a8\/"},"modified":"2023-07-28T02:02:31","modified_gmt":"2023-07-28T02:02:31","slug":"%e0%a4%86%e0%a4%b0%e0%a4%8f%e0%a4%ae%e0%a4%8f%e0%a4%b8%e0%a4%88-%e0%a4%aa%e0%a4%be%e0%a4%af%e0%a4%a5%e0%a4%a8","status":"publish","type":"post","link":"https:\/\/statorials.org\/hi\/%e0%a4%86%e0%a4%b0%e0%a4%8f%e0%a4%ae%e0%a4%8f%e0%a4%b8%e0%a4%88-%e0%a4%aa%e0%a4%be%e0%a4%af%e0%a4%a5%e0%a4%a8\/","title":{"rendered":"\u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u0906\u0930\u090f\u092e\u090f\u0938\u0908 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u0930\u0942\u091f \u092e\u0940\u0928 \u0938\u094d\u0915\u094d\u0935\u093e\u092f\u0930 \u090f\u0930\u0930 (\u0906\u0930\u090f\u092e\u090f\u0938\u0908)<\/strong> \u090f\u0915 \u092e\u0940\u091f\u094d\u0930\u093f\u0915 \u0939\u0948 \u091c\u094b \u0939\u092e\u0947\u0902 \u092c\u0924\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u0939\u092e\u093e\u0930\u0947 \u0905\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u092e\u0942\u0932\u094d\u092f \u090f\u0915 \u092e\u0949\u0921\u0932 \u092e\u0947\u0902 \u0939\u092e\u093e\u0930\u0947 \u0926\u0947\u0916\u0947 \u0917\u090f \u092e\u0942\u0932\u094d\u092f\u094b\u0902 \u0938\u0947 \u0914\u0938\u0924\u0928 \u0915\u093f\u0924\u0928\u0940 \u0926\u0942\u0930 \u0939\u0948\u0902\u0964 \u0907\u0938\u0915\u0940 \u0917\u0923\u0928\u093e \u0907\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0940 \u091c\u093e\u0924\u0940 \u0939\u0948:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0906\u0930\u090f\u092e\u090f\u0938\u0908<\/strong> = \u221a[ \u03a3(\u092a\u0940 <sub>\u0906\u0908<\/sub> &#8211; \u0913 <sub>\u0906\u0908<\/sub> ) <sup>2<\/sup> \/ \u090f\u0928 ]<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0938\u094b\u0928\u093e:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u03a3 \u090f\u0915 \u092b\u0948\u0902\u0938\u0940 \u092a\u094d\u0930\u0924\u0940\u0915 \u0939\u0948 \u091c\u093f\u0938\u0915\u093e \u0905\u0930\u094d\u0925 \u0939\u0948 &#8220;\u092f\u094b\u0917&#8221;<\/span><\/li>\n<li> <span style=\"color: #000000;\">P <sub>i,<\/sub> <sup>ith<\/sup> \u0905\u0935\u0932\u094b\u0915\u0928 \u0915\u0947 \u0932\u093f\u090f \u0905\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u092e\u093e\u0928 \u0939\u0948<\/span><\/li>\n<li> <span style=\"color: #000000;\">O <sub>i i<\/sub> <sup>\u0935\u0947\u0902<\/sup> \u0905\u0935\u0932\u094b\u0915\u0928 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u0947\u0915\u094d\u0937\u093f\u0924 \u092e\u093e\u0928 \u0939\u0948<\/span><\/li>\n<li> <span style=\"color: #000000;\">n \u0928\u092e\u0942\u0928\u093e \u0906\u0915\u093e\u0930 \u0939\u0948<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u092f\u0939 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 \u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u0906\u0930\u090f\u092e\u090f\u0938\u0908 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0930\u0928\u0947 \u0915\u0940 \u090f\u0915 \u0938\u0930\u0932 \u0935\u093f\u0927\u093f \u092c\u0924\u093e\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0909\u0926\u093e\u0939\u0930\u0923: \u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u0906\u0930\u090f\u092e\u090f\u0938\u0908 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0930\u0947\u0902<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u092e\u093e\u0928 \u0932\u0940\u091c\u093f\u090f \u0939\u092e\u093e\u0930\u0947 \u092a\u093e\u0938 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0914\u0930 \u0905\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u092e\u0942\u0932\u094d\u092f\u094b\u0902 \u0915\u0940 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0924\u093e\u0932\u093f\u0915\u093e\u090f\u0901 \u0939\u0948\u0902:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>actual= [34, 37, 44, 47, 48, 48, 46, 43, 32, 27, 26, 24]\npred = [37, 40, 46, 44, 46, 50, 45, 44, 34, 30, 22, 23]\n<\/strong><\/pre>\n<p> \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0914\u0930 \u0905\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u092e\u0942\u0932\u094d\u092f\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0906\u0930\u090f\u092e\u090f\u0938\u0908 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u0939\u092e \u092c\u0938 <span style=\"color: #000000;\">sklearn.metrics \u0932\u093e\u0907\u092c\u094d\u0930\u0947\u0930\u0940 \u0938\u0947<\/span> <a href=\"https:\/\/scikit-learn.org\/stable\/modules\/generated\/sklearn.metrics.mean_squared_error.html\" target=\"_blank\" rel=\"noopener noreferrer\">Mean_squared_error()<\/a> \u092b\u093c\u0902\u0915\u094d\u0936\u0928 <span style=\"color: #000000;\">\u0915\u093e \u0935\u0930\u094d\u0917\u092e\u0942\u0932 \u0932\u0947 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902<\/span> :<\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\"><span style=\"color: #008080;\">#import necessary libraries<\/span>\nfrom<\/span> sklearn.metrics <span style=\"color: #008000;\">import<\/span> mean_squared_error\n<span style=\"color: #008000;\">from<\/span> math <span style=\"color: #008000;\">import<\/span> sqrt\n\n<span style=\"color: #008080;\">#calculate RMSE\n<\/span>sqrt(mean_squared_error(actual, pred)) \n\n2.4324199198\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0906\u0930\u090f\u092e\u090f\u0938\u0908 <strong>2.4324<\/strong> \u0928\u093f\u0915\u0932\u093e\u0964<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0906\u0930\u090f\u092e\u090f\u0938\u0908 \u0915\u0940 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0906\u0930\u090f\u092e\u090f\u0938\u0908 \u092f\u0939 \u0926\u0947\u0916\u0928\u0947 \u0915\u093e \u090f\u0915 \u0909\u092a\u092f\u094b\u0917\u0940 \u0924\u0930\u0940\u0915\u093e \u0939\u0948 \u0915\u093f \u0915\u094b\u0908 \u092e\u0949\u0921\u0932 \u0915\u093f\u0938\u0940 \u0921\u0947\u091f\u093e \u0938\u0947\u091f \u0915\u094b \u0915\u093f\u0924\u0928\u0940 \u0905\u091a\u094d\u091b\u0940 \u0924\u0930\u0939 \u092b\u093f\u091f \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u0939\u0948\u0964<\/span> <span style=\"color: #000000;\">\u0906\u0930\u090f\u092e\u090f\u0938\u0908 \u091c\u093f\u0924\u0928\u093e \u092c\u0921\u093c\u093e \u0939\u094b\u0917\u093e, \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u0914\u0930 \u0926\u0947\u0916\u0947 \u0917\u090f \u092e\u0942\u0932\u094d\u092f\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0905\u0902\u0924\u0930 \u0909\u0924\u0928\u093e \u0939\u0940 \u0905\u0927\u093f\u0915 \u0939\u094b\u0917\u093e, \u091c\u093f\u0938\u0915\u093e \u0905\u0930\u094d\u0925 \u0939\u0948 \u0915\u093f \u092e\u0949\u0921\u0932 \u0921\u0947\u091f\u093e \u092e\u0947\u0902 \u0909\u0924\u0928\u093e \u0939\u0940 \u0916\u0930\u093e\u092c \u092b\u093f\u091f \u092c\u0948\u0920\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, \u0906\u0930\u090f\u092e\u090f\u0938\u0908 \u091c\u093f\u0924\u0928\u093e \u091b\u094b\u091f\u093e \u0939\u094b\u0917\u093e, \u092e\u0949\u0921\u0932 \u0921\u0947\u091f\u093e \u0915\u094b \u092b\u093f\u091f \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0909\u0924\u0928\u093e \u0939\u0940 \u092c\u0947\u0939\u0924\u0930 \u0938\u0915\u094d\u0937\u092e \u0939\u094b\u0917\u093e\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u092f\u0939 \u0926\u0947\u0916\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f \u0915\u094c\u0928 \u0938\u093e \u092e\u0949\u0921\u0932 \u0921\u0947\u091f\u093e \u0915\u0947 \u0932\u093f\u090f \u0938\u092c\u0938\u0947 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0939\u0948, \u0926\u094b \u0905\u0932\u0917-\u0905\u0932\u0917 \u092e\u0949\u0921\u0932\u094b\u0902 \u0915\u0947 \u0906\u0930\u090f\u092e\u090f\u0938\u0908 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u0915\u0930\u0928\u093e \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u0909\u092a\u092f\u094b\u0917\u0940 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u0938\u0902\u0938\u093e\u0927\u0928<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/hi\/\u0906\u0930\u090f\u092e\u090f\u0938\u0908-\u0915\u0948\u0932\u0915\u0941\u0932\u0947\u091f\u0930\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0906\u0930\u090f\u092e\u090f\u0938\u0908 \u0915\u0948\u0932\u0915\u0941\u0932\u0947\u091f\u0930<\/a><br \/> <a href=\"https:\/\/statorials.org\/hi\/\u092e\u0924\u0932\u092c-\u0935\u0930\u094d\u0917\u093e\u0915\u093e\u0930-\u0924\u094d\u0930\u0941\u091f\u093f-\u092a\u093e\u092f\u0925\u0928\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u092e\u093e\u0927\u094d\u092f \u0935\u0930\u094d\u0917 \u0924\u094d\u0930\u0941\u091f\u093f (MSE) \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902<\/a><br \/> <a href=\"https:\/\/statorials.org\/hi\/\u0905\u091c\u0917\u0930-\u0915\u093e\u0930\u094d\u0921\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u090f\u092e\u090f\u092a\u0940\u0908 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0930\u0942\u091f \u092e\u0940\u0928 \u0938\u094d\u0915\u094d\u0935\u093e\u092f\u0930 \u090f\u0930\u0930 (\u0906\u0930\u090f\u092e\u090f\u0938\u0908) \u090f\u0915 \u092e\u0940\u091f\u094d\u0930\u093f\u0915 \u0939\u0948 \u091c\u094b \u0939\u092e\u0947\u0902 \u092c\u0924\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u0939\u092e\u093e\u0930\u0947 \u0905\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u092e\u0942\u0932\u094d\u092f \u090f\u0915 \u092e\u0949\u0921\u0932 \u092e\u0947\u0902 \u0939\u092e\u093e\u0930\u0947 \u0926\u0947\u0916\u0947 \u0917\u090f \u092e\u0942\u0932\u094d\u092f\u094b\u0902 \u0938\u0947 \u0914\u0938\u0924\u0928 \u0915\u093f\u0924\u0928\u0940 \u0926\u0942\u0930 \u0939\u0948\u0902\u0964 \u0907\u0938\u0915\u0940 \u0917\u0923\u0928\u093e \u0907\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0940 \u091c\u093e\u0924\u0940 \u0939\u0948: \u0906\u0930\u090f\u092e\u090f\u0938\u0908 = \u221a[ \u03a3(\u092a\u0940 \u0906\u0908 &#8211; \u0913 \u0906\u0908 ) 2 \/ \u090f\u0928 ] \u0938\u094b\u0928\u093e: \u03a3 \u090f\u0915 \u092b\u0948\u0902\u0938\u0940 \u092a\u094d\u0930\u0924\u0940\u0915 \u0939\u0948 \u091c\u093f\u0938\u0915\u093e [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-989","post","type-post","status-publish","format-standard","hentry","category-3"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u0906\u0930\u090f\u092e\u090f\u0938\u0908 \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902 - \u0938\u094d\u091f\u0947\u091f\u094b\u0930\u093f\u092f\u0932\u094d\u0938<\/title>\n<meta name=\"description\" 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