{"id":477792,"date":"2023-08-09T09:20:26","date_gmt":"2023-08-09T09:20:26","guid":{"rendered":""},"modified":"2023-10-30T16:39:17","modified_gmt":"2023-10-30T16:39:17","slug":"label-encoding","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/ar\/wiki\/label-encoding\/","title":{"rendered":"\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062a\u0633\u0645\u064a\u0629"},"content":{"rendered":"<h2>\u0645\u0642\u062f\u0645\u0629<\/h2>\n<p>\u064a\u0639\u062f \u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u062a\u0642\u0646\u064a\u0629 \u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0641\u064a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0630\u064a \u064a\u062d\u0648\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0641\u0626\u0648\u064a\u0629 \u0625\u0644\u0649 \u0634\u0643\u0644 \u0631\u0642\u0645\u064a\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0628\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0628\u0634\u0643\u0644 \u0623\u0643\u062b\u0631 \u0641\u0639\u0627\u0644\u064a\u0629. \u0648\u064a\u0644\u0639\u0628 \u062f\u0648\u0631\u064b\u0627 \u062d\u0627\u0633\u0645\u064b\u0627 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u060c \u0648\u0631\u0624\u064a\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631. \u062a\u0648\u0641\u0631 \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0644\u0629 \u0641\u0647\u0645\u064b\u0627 \u0645\u062a\u0639\u0645\u0642\u064b\u0627 \u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u0648\u062a\u0627\u0631\u064a\u062e\u0647\u0627 \u0648\u0628\u0646\u064a\u062a\u0647\u0627 \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629 \u0648\u0645\u064a\u0632\u0627\u062a\u0647\u0627 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0648\u0623\u0646\u0648\u0627\u0639\u0647\u0627 \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647\u0627 \u0648\u0645\u0642\u0627\u0631\u0646\u0627\u062a\u0647\u0627 \u0648\u0622\u0641\u0627\u0642\u0647\u0627 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629. \u0639\u0644\u0627\u0648\u0629 \u0639\u0644\u0649 \u0630\u0644\u0643\u060c \u0633\u0646\u0633\u062a\u0643\u0634\u0641 \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0631\u0628\u0637 \u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u0628\u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629\u060c \u062e\u0627\u0635\u0629 \u0641\u064a \u0633\u064a\u0627\u0642 OneProxy.<\/p>\n<h2>\u062a\u0627\u0631\u064a\u062e \u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a<\/h2>\n<p>\u064a\u0645\u0643\u0646 \u0625\u0631\u062c\u0627\u0639 \u0645\u0641\u0647\u0648\u0645 \u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0623\u064a\u0627\u0645 \u0627\u0644\u0623\u0648\u0644\u0649 \u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0648\u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0639\u0646\u062f\u0645\u0627 \u0648\u0627\u062c\u0647 \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0627\u0644\u062a\u062d\u062f\u064a \u0627\u0644\u0645\u062a\u0645\u062b\u0644 \u0641\u064a \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0625\u0644\u0649 \u062a\u0646\u0633\u064a\u0642 \u0631\u0642\u0645\u064a \u0644\u0644\u062a\u062d\u0644\u064a\u0644. \u064a\u0645\u0643\u0646 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0623\u0648\u0644 \u0630\u0643\u0631 \u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u0641\u064a \u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u064a\u0646 \u0648\u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0627\u0644\u0623\u0648\u0627\u0626\u0644 \u0641\u064a \u0645\u062c\u0627\u0644 \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629\u060c \u062d\u064a\u062b \u062d\u0627\u0648\u0644\u0648\u0627 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0641\u0626\u0648\u064a\u0629 \u0641\u064a \u0645\u0647\u0627\u0645 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0648\u0627\u0644\u062a\u0635\u0646\u064a\u0641. \u0645\u0639 \u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a\u060c \u062a\u0637\u0648\u0631 \u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u0644\u064a\u0635\u0628\u062d \u062e\u0637\u0648\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u062d\u062f\u064a\u062b\u0629.<\/p>\n<h2>\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0641\u0635\u0644\u0629 \u062d\u0648\u0644 \u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062a\u0633\u0645\u064a\u0629<\/h2>\n<p>\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062a\u0633\u0645\u064a\u0629 \u0647\u0648 \u0639\u0645\u0644\u064a\u0629 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0641\u0626\u0648\u064a\u0629 \u0625\u0644\u0649 \u0623\u0639\u062f\u0627\u062f \u0635\u062d\u064a\u062d\u0629\u060c \u062d\u064a\u062b \u064a\u062a\u0645 \u062a\u0639\u064a\u064a\u0646 \u062a\u0633\u0645\u064a\u0629 \u0631\u0642\u0645\u064a\u0629 \u0641\u0631\u064a\u062f\u0629 \u0644\u0643\u0644 \u0641\u0626\u0629 \u0641\u0631\u064a\u062f\u0629. \u062a\u0639\u062a\u0628\u0631 \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0645\u0641\u064a\u062f\u0629 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0639\u0646\u062f \u0627\u0644\u0639\u0645\u0644 \u0645\u0639 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0625\u062f\u062e\u0627\u0644\u0627\u064b \u0641\u064a \u0634\u0643\u0644 \u0631\u0642\u0645\u064a. \u0641\u064a \u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a\u060c \u0644\u0627 \u064a\u062a\u0645 \u062a\u0636\u0645\u064a\u0646 \u0623\u064a \u062a\u0635\u0646\u064a\u0641 \u0623\u0648 \u062a\u0631\u062a\u064a\u0628 \u0648\u0627\u0636\u062d \u0628\u064a\u0646 \u0627\u0644\u0641\u0626\u0627\u062a\u061b \u0628\u0644 \u064a\u0647\u062f\u0641 \u0625\u0644\u0649 \u062a\u0645\u062b\u064a\u0644 \u0643\u0644 \u0641\u0626\u0629 \u0643\u0639\u062f\u062f \u0635\u062d\u064a\u062d \u0645\u0645\u064a\u0632. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u064a\u062c\u0628 \u062a\u0648\u062e\u064a \u0627\u0644\u062d\u0630\u0631 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0631\u062a\u064a\u0628\u064a\u0629\u060c \u062d\u064a\u062b \u064a\u0646\u0628\u063a\u064a \u0627\u0644\u0646\u0638\u0631 \u0641\u064a \u062a\u0631\u062a\u064a\u0628 \u0645\u062d\u062f\u062f.<\/p>\n<h2>\u0627\u0644\u0647\u064a\u0643\u0644 \u0627\u0644\u062f\u0627\u062e\u0644\u064a \u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062a\u0633\u0645\u064a\u0629<\/h2>\n<p>\u0627\u0644\u0645\u0628\u062f\u0623 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u0648\u0627\u0636\u062d \u0648\u0645\u0628\u0627\u0634\u0631 \u0646\u0633\u0628\u064a\u064b\u0627. \u0648\u0646\u0638\u0631\u064b\u0627 \u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0641\u0626\u0648\u064a\u0629\u060c \u064a\u0639\u064a\u0646 \u0627\u0644\u0645\u0634\u0641\u0631 \u0639\u062f\u062f\u064b\u0627 \u0635\u062d\u064a\u062d\u064b\u0627 \u0641\u0631\u064a\u062f\u064b\u0627 \u0644\u0643\u0644 \u0641\u0626\u0629. \u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n<ol>\n<li>\u062a\u062d\u062f\u064a\u062f \u0643\u0627\u0641\u0629 \u0627\u0644\u0641\u0626\u0627\u062a \u0627\u0644\u0641\u0631\u064a\u062f\u0629 \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n<li>\u0642\u0645 \u0628\u062a\u0639\u064a\u064a\u0646 \u062a\u0633\u0645\u064a\u0629 \u0631\u0642\u0645\u064a\u0629 \u0644\u0643\u0644 \u0641\u0626\u0629 \u0641\u0631\u064a\u062f\u0629\u060c \u0628\u062f\u0621\u064b\u0627 \u0645\u0646 0 \u0623\u0648 1.<\/li>\n<li>\u0627\u0633\u062a\u0628\u062f\u0644 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0641\u0626\u0648\u064a\u0629 \u0627\u0644\u0623\u0635\u0644\u064a\u0629 \u0628\u0627\u0644\u062a\u0633\u0645\u064a\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u0629 \u0644\u0647\u0627.<\/li>\n<\/ol>\n<p>\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0641\u0643\u0631 \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0639\u0645\u0648\u062f &quot;\u0627\u0644\u0641\u0627\u0643\u0647\u0629&quot; \u0627\u0644\u0630\u064a \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0627\u0644\u0641\u0626\u0627\u062a: &quot;\u062a\u0641\u0627\u062d\u0629&quot; \u0648&quot;\u0645\u0648\u0632&quot; \u0648&quot;\u0628\u0631\u062a\u0642\u0627\u0644\u064a&quot;. \u0628\u0639\u062f \u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0644\u0635\u0642\u060c \u064a\u0645\u0643\u0646 \u062a\u0645\u062b\u064a\u0644 &quot;Apple&quot; \u0628\u0627\u0644\u0631\u0642\u0645 0\u060c \u0648&quot;Banana&quot; \u0628\u0627\u0644\u0631\u0642\u0645 1\u060c \u0648&quot;Orange&quot; \u0628\u0627\u0644\u0631\u0642\u0645 2.<\/p>\n<h2>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u0645\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a<\/h2>\n<p>\u064a\u0648\u0641\u0631 \u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0648\u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u062a\u064a \u062a\u062c\u0639\u0644\u0647 \u0623\u062f\u0627\u0629 \u0642\u064a\u0645\u0629 \u0641\u064a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a:<\/p>\n<ul>\n<li><strong>\u0628\u0633\u0627\u0637\u0629:<\/strong> \u064a\u0639\u062f \u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u0633\u0647\u0644 \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0648\u064a\u0645\u0643\u0646 \u062a\u0637\u0628\u064a\u0642\u0647 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0628\u0643\u0641\u0627\u0621\u0629.<\/li>\n<li><strong>\u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u0644\u0630\u0627\u0643\u0631\u0629:<\/strong> \u064a\u062a\u0637\u0644\u0628 \u0630\u0627\u0643\u0631\u0629 \u0623\u0642\u0644 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u0623\u062e\u0631\u0649 \u0645\u062b\u0644 \u0627\u0644\u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u0633\u0627\u062e\u0646.<\/li>\n<li><strong>\u0627\u0644\u062a\u0648\u0627\u0641\u0642:<\/strong> \u064a\u0645\u0643\u0646 \u0644\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644 \u0645\u0646 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0641\u0626\u0648\u064a\u0629.<\/li>\n<\/ul>\n<p>\u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0641\u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u0623\u0646 \u062a\u0643\u0648\u0646 \u0639\u0644\u0649 \u062f\u0631\u0627\u064a\u0629 \u0628\u0627\u0644\u0639\u064a\u0648\u0628 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629\u060c \u0645\u062b\u0644:<\/p>\n<ul>\n<li><strong>\u0623\u0645\u0631 \u062a\u0639\u0633\u0641\u064a:<\/strong> \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0642\u062f\u0645 \u0627\u0644\u062a\u0633\u0645\u064a\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0639\u0644\u0627\u0642\u0627\u062a \u062a\u0631\u062a\u064a\u0628\u064a\u0629 \u063a\u064a\u0631 \u0645\u0642\u0635\u0648\u062f\u0629\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u0645\u062a\u062d\u064a\u0632\u0629.<\/li>\n<li><strong>\u062a\u0641\u0633\u064a\u0631 \u062e\u0627\u0637\u0626:<\/strong> \u0642\u062f \u062a\u0641\u0633\u0631 \u0628\u0639\u0636 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0633\u0645\u064a\u0627\u062a \u0627\u0644\u0645\u0634\u0641\u0631\u0629 \u0639\u0644\u0649 \u0623\u0646\u0647\u0627 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0633\u062a\u0645\u0631\u0629\u060c \u0645\u0645\u0627 \u064a\u0624\u062b\u0631 \u0639\u0644\u0649 \u0623\u062f\u0627\u0621 \u0627\u0644\u0646\u0645\u0648\u0630\u062c.<\/li>\n<\/ul>\n<h2>\u0623\u0646\u0648\u0627\u0639 \u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a<\/h2>\n<p>\u0647\u0646\u0627\u0643 \u0637\u0631\u0642 \u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a\u060c \u0648\u0644\u0643\u0644 \u0645\u0646\u0647\u0627 \u062e\u0635\u0627\u0626\u0635\u0647 \u0648\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645. \u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0627\u0644\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0634\u0627\u0626\u0639\u0629:<\/p>\n<ol>\n<li><strong>\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062a\u0633\u0645\u064a\u0629 \u0627\u0644\u062a\u0631\u062a\u064a\u0628\u064a\u0629:<\/strong> \u064a\u0639\u064a\u0646 \u0627\u0644\u062a\u0633\u0645\u064a\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u062a\u0631\u062a\u064a\u0628 \u0645\u062d\u062f\u062f \u0645\u0633\u0628\u0642\u064b\u0627\u060c \u0648\u0645\u0646\u0627\u0633\u0628 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0641\u0626\u0648\u064a\u0629 \u0627\u0644\u062a\u0631\u062a\u064a\u0628\u064a\u0629.<\/li>\n<li><strong>\u0639\u062f\u062f \u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062a\u0633\u0645\u064a\u0629:<\/strong> \u064a\u0633\u062a\u0628\u062f\u0644 \u0627\u0644\u0641\u0626\u0627\u062a \u0628\u0623\u0639\u062f\u0627\u062f \u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627 \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n<li><strong>\u062a\u0631\u0645\u064a\u0632 \u062a\u0633\u0645\u064a\u0629 \u0627\u0644\u062a\u0631\u062f\u062f:<\/strong> \u064a\u0634\u0628\u0647 \u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0639\u062f\u060c \u0648\u0644\u0643\u0646 \u062a\u062a\u0645 \u062a\u0633\u0648\u064a\u0629 \u0627\u0644\u0639\u062f\u062f \u0639\u0646 \u0637\u0631\u064a\u0642 \u0627\u0644\u0642\u0633\u0645\u0629 \u0639\u0644\u0649 \u0625\u062c\u0645\u0627\u0644\u064a \u0639\u062f\u062f \u0646\u0642\u0627\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n<\/ol>\n<p>\u064a\u0648\u062c\u062f \u0623\u062f\u0646\u0627\u0647 \u062c\u062f\u0648\u0644 \u064a\u0644\u062e\u0635 \u0623\u0646\u0648\u0627\u0639 \u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u064a\u0643\u062a\u0628<\/th>\n<th>\u0648\u0635\u0641<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062a\u0633\u0645\u064a\u0629 \u0627\u0644\u062a\u0631\u062a\u064a\u0628\u064a<\/td>\n<td>\u064a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0641\u0626\u0648\u064a\u0629 \u0627\u0644\u062a\u0631\u062a\u064a\u0628\u064a\u0629 \u0639\u0646 \u0637\u0631\u064a\u0642 \u062a\u0639\u064a\u064a\u0646 \u062a\u0633\u0645\u064a\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u062a\u0631\u062a\u064a\u0628 \u0645\u062d\u062f\u062f \u0645\u0633\u0628\u0642\u064b\u0627.<\/td>\n<\/tr>\n<tr>\n<td>\u0639\u062f\u062f \u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062a\u0633\u0645\u064a\u0629<\/td>\n<td>\u064a\u0633\u062a\u0628\u062f\u0644 \u0627\u0644\u0641\u0626\u0627\u062a \u0628\u0623\u0639\u062f\u0627\u062f \u062a\u0643\u0631\u0627\u0631\u0647\u0627 \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/td>\n<\/tr>\n<tr>\n<td>\u062a\u0631\u0645\u064a\u0632 \u062a\u0633\u0645\u064a\u0629 \u0627\u0644\u062a\u0631\u062f\u062f<\/td>\n<td>\u062a\u0637\u0628\u064a\u0639 \u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0639\u062f \u0639\u0646 \u0637\u0631\u064a\u0642 \u0642\u0633\u0645\u0629 \u0627\u0644\u0623\u0639\u062f\u0627\u062f \u0639\u0644\u0649 \u0625\u062c\u0645\u0627\u0644\u064a \u0646\u0642\u0627\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0637\u0631\u0642 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u0648\u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0647\u0627<\/h2>\n<p>\u064a\u0642\u0648\u0645 \u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u0628\u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0645\u062b\u0644:<\/p>\n<ol>\n<li><strong>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0627\u0644\u064a:<\/strong> \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0641\u0626\u0648\u064a\u0629 \u0644\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u062b\u0644 \u0623\u0634\u062c\u0627\u0631 \u0627\u0644\u0642\u0631\u0627\u0631\u060c \u0648\u0623\u062c\u0647\u0632\u0629 \u0646\u0627\u0642\u0644\u0627\u062a \u0627\u0644\u062f\u0639\u0645\u060c \u0648\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a.<\/li>\n<li><strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629:<\/strong> \u062a\u062d\u0648\u064a\u0644 \u0641\u0626\u0627\u062a \u0627\u0644\u0646\u0635 (\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u062a\u0633\u0645\u064a\u0627\u062a \u0627\u0644\u0645\u0634\u0627\u0639\u0631) \u0625\u0644\u0649 \u0634\u0643\u0644 \u0631\u0642\u0645\u064a \u0644\u0645\u0647\u0627\u0645 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0646\u0635.<\/li>\n<li><strong>\u0631\u0624\u064a\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631:<\/strong> \u062a\u0631\u0645\u064a\u0632 \u0641\u0626\u0627\u062a \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a \u0623\u0648 \u062a\u0633\u0645\u064a\u0627\u062a \u0627\u0644\u0635\u0648\u0631 \u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u0644\u0627\u0641\u064a\u0641\u064a\u0629.<\/li>\n<\/ol>\n<p>\u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0641\u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629 \u0639\u0646\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a:<\/p>\n<ul>\n<li><strong>\u062a\u0633\u0631\u0628 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/strong> \u0625\u0630\u0627 \u062a\u0645 \u062a\u0637\u0628\u064a\u0642 \u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0634\u0641\u064a\u0631 \u0642\u0628\u0644 \u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u062e\u062a\u0628\u0627\u0631\u060c \u0641\u0642\u062f \u064a\u0624\u062f\u064a \u0630\u0644\u0643 \u0625\u0644\u0649 \u062a\u0633\u0631\u0628 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u0624\u062b\u0631 \u0639\u0644\u0649 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c.<\/li>\n<li><strong>\u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u0639\u0627\u0644\u064a\u0629:<\/strong> \u0642\u062f \u062a\u0624\u062f\u064a \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0630\u0627\u062a \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u0639\u0627\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u0623\u0639\u0645\u062f\u0629 \u0627\u0644\u0641\u0626\u0648\u064a\u0629 \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0645\u0639\u0642\u062f\u0629 \u0644\u0644\u063a\u0627\u064a\u0629 \u0623\u0648 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u063a\u064a\u0631 \u0641\u0639\u0627\u0644 \u0644\u0644\u0630\u0627\u0643\u0631\u0629.<\/li>\n<\/ul>\n<p>\u0644\u0644\u062a\u063a\u0644\u0628 \u0639\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a\u060c \u064a\u0648\u0635\u0649 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u0646\u0627\u0633\u0628 \u0641\u064a \u0633\u064a\u0627\u0642 \u062e\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 \u0642\u0648\u064a \u0644\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n<h2>\u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0648\u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0627\u062a<\/h2>\n<p>\u062f\u0639\u0648\u0646\u0627 \u0646\u0642\u0627\u0631\u0646 \u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u0645\u0639 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0627\u0644\u0623\u062e\u0631\u0649:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0635\u0641\u0629 \u0645\u0645\u064a\u0632\u0629<\/th>\n<th>\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062a\u0633\u0645\u064a\u0629<\/th>\n<th>\u062a\u0631\u0645\u064a\u0632 \u0648\u0627\u062d\u062f \u0633\u0627\u062e\u0646<\/th>\n<th>\u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062b\u0646\u0627\u0626\u064a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0646\u0648\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0625\u062f\u062e\u0627\u0644<\/td>\n<td>\u0642\u0627\u0637\u0639<\/td>\n<td>\u0642\u0627\u0637\u0639<\/td>\n<td>\u0642\u0627\u0637\u0639<\/td>\n<\/tr>\n<tr>\n<td>\u0646\u0648\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0625\u062e\u0631\u0627\u062c<\/td>\n<td>\u0639\u062f\u062f\u064a<\/td>\n<td>\u0627\u0644\u062b\u0646\u0627\u0626\u064a\u0629<\/td>\n<td>\u0627\u0644\u062b\u0646\u0627\u0626\u064a\u0629<\/td>\n<\/tr>\n<tr>\n<td>\u0639\u062f\u062f \u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0625\u062e\u0631\u0627\u062c<\/td>\n<td>1<\/td>\n<td>\u0646<\/td>\n<td>\u0633\u062c\u0644 2 (\u0646)<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0643\u0627\u0631\u062f\u064a\u0646\u0627\u0644\u064a\u0629 \u0627\u0644\u0639\u0627\u0644\u064a\u0629<\/td>\n<td>\u063a\u064a\u0631 \u0641\u0639\u0627\u0644<\/td>\n<td>\u063a\u064a\u0631 \u0641\u0639\u0627\u0644<\/td>\n<td>\u0641\u0639\u0627\u0644<\/td>\n<\/tr>\n<tr>\n<td>\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u062a\u0631\u0645\u064a\u0632<\/td>\n<td>\u0645\u062d\u062f\u0648\u062f<\/td>\n<td>\u0642\u0644\u064a\u0644<\/td>\n<td>\u0645\u0639\u062a\u062f\u0644<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0648\u062c\u0647\u0627\u062a \u0627\u0644\u0646\u0638\u0631 \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644<\/h2>\n<p>\u0645\u0639 \u062a\u0642\u062f\u0645 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627\u060c \u0642\u062f \u064a\u0634\u0647\u062f \u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0648\u062a\u0639\u062f\u064a\u0644\u0627\u062a \u0628\u0637\u0631\u0642 \u0645\u062e\u062a\u0644\u0641\u0629. \u064a\u0633\u062a\u0643\u0634\u0641 \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u062a\u0642\u0646\u064a\u0627\u062a \u062a\u0634\u0641\u064a\u0631 \u062c\u062f\u064a\u062f\u0629 \u062a\u0639\u0627\u0644\u062c \u0642\u064a\u0648\u062f \u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629. \u0642\u062f \u062a\u0634\u0645\u0644 \u0648\u062c\u0647\u0627\u062a \u0627\u0644\u0646\u0638\u0631 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629 \u0645\u0627 \u064a\u0644\u064a:<\/p>\n<ol>\n<li><strong>\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u0645\u062d\u0633\u0646\u0629:<\/strong> \u064a\u0645\u0643\u0646 \u0644\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u062a\u0637\u0648\u064a\u0631 \u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u062a\u064a \u062a\u062e\u0641\u0641 \u0645\u0646 \u0645\u062e\u0627\u0637\u0631 \u0625\u062f\u062e\u0627\u0644 \u0623\u0645\u0631 \u062a\u0639\u0633\u0641\u064a \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621.<\/li>\n<li><strong>\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0647\u062c\u064a\u0646:<\/strong> \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 \u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649 \u0644\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0645\u0632\u0627\u064a\u0627 \u0643\u0644 \u0645\u0646\u0647\u0627.<\/li>\n<li><strong>\u0627\u0644\u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u0645\u062f\u0631\u0643 \u0644\u0644\u0633\u064a\u0627\u0642:<\/strong> \u062a\u0637\u0648\u064a\u0631 \u0628\u0631\u0627\u0645\u062c \u062a\u0634\u0641\u064a\u0631 \u062a\u0623\u062e\u0630 \u0641\u064a \u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631 \u0633\u064a\u0627\u0642 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0623\u062b\u064a\u0631\u0647\u0627 \u0639\u0644\u0649 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a.<\/li>\n<\/ol>\n<h2>\u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0648\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a<\/h2>\n<p>\u062a\u0644\u0639\u0628 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u062f\u0648\u0631\u064b\u0627 \u062d\u0627\u0633\u0645\u064b\u0627 \u0641\u064a \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a. \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 \u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u064a\u0631\u062a\u0628\u0637 \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a \u0628\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0625\u0644\u0627 \u0623\u0646\u0647 \u0644\u0627 \u064a\u0631\u062a\u0628\u0637 \u0628\u0634\u0643\u0644 \u0645\u0628\u0627\u0634\u0631 \u0628\u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u064a\u0645\u0643\u0646 \u0644\u0640 OneProxy\u060c \u0628\u0627\u0639\u062a\u0628\u0627\u0631\u0647 \u0645\u0648\u0641\u0631 \u062e\u0627\u062f\u0645 \u0648\u0643\u064a\u0644\u060c \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u062a\u0642\u0646\u064a\u0627\u062a \u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u062f\u0627\u062e\u0644\u064a\u064b\u0627 \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u062a\u0641\u0636\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0623\u0648 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0623\u0648 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0648\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627. \u0642\u062f \u062a\u0624\u062f\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0643\u0641\u0627\u0621\u0629 \u0648\u0623\u062f\u0627\u0621 \u062e\u062f\u0645\u0627\u062a OneProxy.<\/p>\n<h2>\u0631\u0648\u0627\u0628\u0637 \u0630\u0627\u062a \u0639\u0644\u0627\u0642\u0629<\/h2>\n<p>\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062d\u0648\u0644 \u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a\u060c \u0641\u0643\u0631 \u0641\u064a \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n<ol>\n<li><a href=\"https:\/\/scikit-learn.org\/stable\/modules\/generated\/sklearn.preprocessing.LabelEncoder.html\" target=\"_new\" rel=\"noopener nofollow\">\u0648\u062b\u0627\u0626\u0642 Scikit-Learn \u062d\u0648\u0644 \u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a<\/a><\/li>\n<li><a href=\"https:\/\/towardsdatascience.com\/all-about-categorical-variable-encoding-305f3361fd02\" target=\"_new\" rel=\"noopener nofollow\">\u0646\u062d\u0648 \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u0645\u0642\u062f\u0645\u0629 \u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0641\u0626\u0648\u064a\u0629<\/a><\/li>\n<li><a href=\"https:\/\/www.kdnuggets.com\/2020\/05\/guide-feature-engineering-encoding-techniques.html\" target=\"_new\" rel=\"noopener nofollow\">KDNuggets: \u062f\u0644\u064a\u0644 \u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0641\u0626\u0648\u064a\u0629<\/a><\/li>\n<\/ol>\n<p>\u0641\u064a \u0627\u0644\u062e\u062a\u0627\u0645\u060c \u064a\u0638\u0644 \u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u0623\u062f\u0627\u0629 \u0644\u0627 \u063a\u0646\u0649 \u0639\u0646\u0647\u0627 \u0644\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u0625\u0646 \u0628\u0633\u0627\u0637\u062a\u0647 \u0648\u062a\u0648\u0627\u0641\u0642\u0647 \u0645\u0639 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0648\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u062a\u062c\u0639\u0644\u0647 \u062e\u064a\u0627\u0631\u064b\u0627 \u0634\u0627\u0626\u0639\u064b\u0627. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u064a\u062c\u0628 \u0639\u0644\u0649 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u064a\u0646 \u062a\u0648\u062e\u064a \u0627\u0644\u062d\u0630\u0631 \u0639\u0646\u062f \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0631\u062a\u064a\u0628\u064a\u0629 \u0648\u0623\u0646 \u064a\u0643\u0648\u0646\u0648\u0627 \u0639\u0644\u0649 \u062f\u0631\u0627\u064a\u0629 \u0628\u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629 \u0644\u0636\u0645\u0627\u0646 \u062a\u0637\u0628\u064a\u0642\u0647\u0627 \u0628\u0634\u0643\u0644 \u0635\u062d\u064a\u062d. \u0645\u0639 \u062a\u0637\u0648\u0631 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u0646 \u0646\u062a\u0648\u0642\u0639 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u062a\u0642\u062f\u0645 \u0641\u064a \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0634\u0641\u064a\u0631\u060c \u0645\u0645\u0627 \u064a\u0645\u0647\u062f \u0627\u0644\u0637\u0631\u064a\u0642 \u0644\u062d\u0644\u0648\u0644 \u0623\u0643\u062b\u0631 \u0643\u0641\u0627\u0621\u0629 \u0648\u0648\u0639\u064a\u064b\u0627 \u0628\u0627\u0644\u0633\u064a\u0627\u0642.<\/p>","protected":false},"featured_media":491182,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-477792","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Label Encoding: A Comprehensive Guide<\/mark>","faq_items":[{"question":"What is label encoding, and how does it work?","answer":"Label encoding is a technique used in data preprocessing and machine learning to convert categorical data into numerical form. It assigns a unique integer label to each unique category, allowing algorithms to process the data effectively. The process involves identifying unique categories, assigning numerical labels, and replacing the original categorical values with their corresponding integers."},{"question":"How did label encoding originate?","answer":"The concept of label encoding can be traced back to early computer science and statistics, where researchers faced the challenge of converting non-numeric data into a numerical format for analysis. The first mention of label encoding can be found in the works of statisticians and early machine learning researchers."},{"question":"What are the key features of label encoding?","answer":"Label encoding offers simplicity, memory preservation, and compatibility with many machine learning algorithms. However, it may introduce arbitrary order and misinterpretation of data in some cases."},{"question":"What are the types of label encoding available?","answer":"There are three common types of label encoding:\r\n<ol>\r\n \t<li>Ordinal Label Encoding: Suitable for handling ordinal categorical data by assigning labels based on a predefined order.<\/li>\r\n \t<li>Count Label Encoding: Replaces categories with their respective frequency counts in the dataset.<\/li>\r\n \t<li>Frequency Label Encoding: Similar to count encoding, but the count is normalized by dividing by the total number of data points.<\/li>\r\n<\/ol>"},{"question":"How can label encoding be used, and what are the associated problems?","answer":"Label encoding finds applications in machine learning, natural language processing, and computer vision. However, potential problems include data leakage when applied before data splitting and inefficiency with high cardinality datasets."},{"question":"How does label encoding compare to other encoding techniques?","answer":"Label encoding differs from one-hot encoding and binary encoding in terms of output data type, the number of output features, handling high cardinality, and encoding interpretability."},{"question":"What are the future perspectives and technologies related to label encoding?","answer":"The future of label encoding may involve enhanced techniques, hybrid approaches, and context-aware encoding to address its limitations and improve performance."},{"question":"How is label encoding associated with proxy servers and OneProxy?","answer":"While label encoding itself is not directly related to proxy servers, OneProxy, as a proxy server provider, can use label encoding techniques internally to handle and process user data, enhancing the efficiency of their services."},{"question":"Where can I find more information about label encoding?","answer":"For further information on label encoding, consider exploring the following resources:\r\n<ol>\r\n \t<li>Scikit-learn Documentation on Label Encoding<\/li>\r\n \t<li>Towards Data Science: Introduction to Encoding Categorical Variables<\/li>\r\n \t<li>KDNuggets: A Guide to Encoding Categorical Features<\/li>\r\n<\/ol>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki\/477792","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki\/477792\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/media\/491182"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/media?parent=477792"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}