{"id":477450,"date":"2023-08-09T09:15:09","date_gmt":"2023-08-09T09:15:09","guid":{"rendered":""},"modified":"2023-09-05T11:14:43","modified_gmt":"2023-09-05T11:14:43","slug":"hidden-markov-models","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/in\/wiki\/hidden-markov-models\/","title":{"rendered":"\u091b\u093f\u092a\u0947 \u0939\u0941\u090f \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092e\u0949\u0921\u0932"},"content":{"rendered":"

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\u0936\u0941\u0930\u0941\u0906\u0924 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e: \u091b\u093f\u092a\u0947 \u0939\u0941\u090f \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092e\u0949\u0921\u0932 \u0915\u0940 \u0909\u0924\u094d\u092a\u0924\u094d\u0924\u093f \u0914\u0930 \u0935\u093f\u0915\u093e\u0938<\/h2>\n

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\u0939\u093f\u0921\u0928 \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092e\u0949\u0921\u0932: \u0939\u093f\u0921\u0928 \u0921\u0947\u092a\u094d\u0925 \u0915\u093e \u0905\u0928\u093e\u0935\u0930\u0923<\/h2>\n

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\u0938\u0902\u0915\u094d\u0937\u0947\u092a \u092e\u0947\u0902, \u090f\u0915 \u090f\u091a\u090f\u092e\u090f\u092e \u0939\u092e\u0947\u0902 \u0926\u0947\u0916\u0940 \u0917\u0908 \u0918\u091f\u0928\u093e\u0913\u0902 (\u091c\u0948\u0938\u0947 \u0936\u092c\u094d\u0926 \u091c\u094b \u0939\u092e \u0907\u0928\u092a\u0941\u091f \u092e\u0947\u0902 \u0926\u0947\u0916\u0924\u0947 \u0939\u0948\u0902) \u0914\u0930 \u091b\u093f\u092a\u0940 \u0939\u0941\u0908 \u0918\u091f\u0928\u093e\u0913\u0902 (\u091c\u0948\u0938\u0947 \u0935\u094d\u092f\u093e\u0915\u0930\u0923\u093f\u0915 \u0938\u0902\u0930\u091a\u0928\u093e) \u0926\u094b\u0928\u094b\u0902 \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u092c\u093e\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948 \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u0939\u092e \u0926\u0947\u0916\u0940 \u0917\u0908 \u0918\u091f\u0928\u093e\u0913\u0902 \u092e\u0947\u0902 \u0915\u093e\u0930\u0923 \u0915\u093e\u0930\u0915 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0938\u094b\u091a\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n

\u0906\u0902\u0924\u0930\u093f\u0915 \u0915\u093e\u0930\u094d\u092f\u092a\u094d\u0930\u0923\u093e\u0932\u0940: \u091b\u093f\u092a\u0947 \u0939\u0941\u090f \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092e\u0949\u0921\u0932 \u0915\u0948\u0938\u0947 \u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902<\/h2>\n

\u090f\u091a\u090f\u092e\u090f\u092e \u0915\u0940 \u0906\u0902\u0924\u0930\u093f\u0915 \u0938\u0902\u0930\u091a\u0928\u093e \u092e\u0947\u0902 \u0926\u094b \u092e\u0942\u0932\u092d\u0942\u0924 \u092d\u093e\u0917 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902:<\/p>\n

    \n
  1. \u0905\u0935\u0932\u094b\u0915\u0928\u0940\u092f \u091a\u0930\u094b\u0902 \u0915\u093e \u090f\u0915 \u0915\u094d\u0930\u092e<\/li>\n
  2. \u091b\u0941\u092a\u0947 \u0939\u0941\u090f \u091a\u0930\u094b\u0902 \u0915\u093e \u090f\u0915 \u0915\u094d\u0930\u092e<\/li>\n<\/ol>\n

    \u0939\u093f\u0921\u0928 \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092e\u0949\u0921\u0932 \u092e\u0947\u0902 \u090f\u0915 \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u094b\u0924\u0940 \u0939\u0948, \u091c\u0939\u093e\u0902 \u0930\u093e\u091c\u094d\u092f \u0938\u0940\u0927\u0947 \u0926\u093f\u0916\u093e\u0908 \u0928\u0939\u0940\u0902 \u0926\u0947\u0924\u093e \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u0930\u093e\u091c\u094d\u092f \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0906\u0909\u091f\u092a\u0941\u091f \u0926\u093f\u0916\u093e\u0908 \u0926\u0947\u0924\u093e \u0939\u0948\u0964 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0930\u093e\u091c\u094d\u092f \u092e\u0947\u0902 \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0906\u0909\u091f\u092a\u0941\u091f \u091f\u094b\u0915\u0928 \u092a\u0930 \u0938\u0902\u092d\u093e\u0935\u094d\u092f\u0924\u093e \u0935\u093f\u0924\u0930\u0923 \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u0924\u094b, \u090f\u091a\u090f\u092e\u090f\u092e \u0926\u094d\u0935\u093e\u0930\u093e \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u091f\u094b\u0915\u0928 \u0915\u093e \u0905\u0928\u0941\u0915\u094d\u0930\u092e \u0930\u093e\u091c\u094d\u092f\u094b\u0902 \u0915\u0947 \u0905\u0928\u0941\u0915\u094d\u0930\u092e \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0915\u0941\u091b \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0926\u0947\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u090f\u0915 \u0926\u094b\u0917\u0941\u0928\u0940 \u090f\u092e\u094d\u092c\u0947\u0921\u0947\u0921 \u0938\u094d\u091f\u094b\u0915\u0947\u0938\u094d\u091f\u093f\u0915 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u092c\u0928 \u091c\u093e\u0924\u0940 \u0939\u0948\u0964<\/p>\n

    \u0939\u093f\u0921\u0928 \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092e\u0949\u0921\u0932 \u0915\u0940 \u092e\u0941\u0916\u094d\u092f \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0902<\/h2>\n

    \u0939\u093f\u0921\u0928 \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092e\u0949\u0921\u0932 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0902 \u0939\u0948\u0902:<\/p>\n

      \n
    1. \u0905\u0935\u0932\u094b\u0915\u0928\u0940\u092f\u0924\u093e: \u0938\u093f\u0938\u094d\u091f\u092e \u0915\u0940 \u0938\u094d\u0925\u093f\u0924\u093f\u092f\u093e\u0901 \u092a\u094d\u0930\u0924\u094d\u092f\u0915\u094d\u0937 \u0930\u0942\u092a \u0938\u0947 \u0926\u0947\u0916\u0928\u0947 \u092f\u094b\u0917\u094d\u092f \u0928\u0939\u0940\u0902 \u0939\u0948\u0902\u0964<\/li>\n
    2. \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u0938\u0902\u092a\u0924\u094d\u0924\u093f: \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0930\u093e\u091c\u094d\u092f \u0915\u0947\u0935\u0932 \u092a\u093f\u091b\u0932\u0947 \u0930\u093e\u091c\u094d\u092f\u094b\u0902 \u0915\u0947 \u0938\u0940\u092e\u093f\u0924 \u0907\u0924\u093f\u0939\u093e\u0938 \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n
    3. \u0938\u092e\u092f \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930\u0924\u093e: \u0938\u0902\u092d\u093e\u0935\u0928\u093e\u090f\u0901 \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u092c\u0926\u0932 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902\u0964<\/li>\n
    4. \u0938\u0943\u091c\u0928\u093e\u0924\u094d\u092e\u0915\u0924\u093e: \u090f\u091a\u090f\u092e\u090f\u092e \u0928\u090f \u0905\u0928\u0941\u0915\u094d\u0930\u092e \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<\/ol>\n

      \u091b\u093f\u092a\u0947 \u0939\u0941\u090f \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092e\u0949\u0921\u0932 \u0915\u093e \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923: \u090f\u0915 \u0938\u093e\u0930\u0923\u0940\u092c\u0926\u094d\u0927 \u0905\u0935\u0932\u094b\u0915\u0928<\/h2>\n

      \u0939\u093f\u0921\u0928 \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092e\u0949\u0921\u0932 \u0915\u0947 \u0924\u0940\u0928 \u092a\u094d\u0930\u093e\u0925\u092e\u093f\u0915 \u092a\u094d\u0930\u0915\u093e\u0930 \u0939\u0948\u0902, \u091c\u094b \u0909\u0928\u0915\u0947 \u0926\u094d\u0935\u093e\u0930\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u090f \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u0930\u093e\u091c\u094d\u092f \u0938\u0902\u0915\u094d\u0930\u092e\u0923 \u0938\u0902\u092d\u093e\u0935\u094d\u092f\u0924\u093e \u0935\u093f\u0924\u0930\u0923 \u0915\u0947 \u092a\u094d\u0930\u0915\u093e\u0930 \u0938\u0947 \u092d\u093f\u0928\u094d\u0928 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902:<\/p>\n\n\n\n\n\n\n\n
      \u092a\u094d\u0930\u0915\u093e\u0930<\/th>\n\u0935\u093f\u0935\u0930\u0923<\/th>\n<\/tr>\n<\/thead>\n
      \u090f\u0930\u094d\u0917\u094b\u0921\u093f\u0915<\/td>\n\u0938\u092d\u0940 \u0930\u093e\u091c\u094d\u092f\u094b\u0902 \u0924\u0915 \u0915\u093f\u0938\u0940 \u092d\u0940 \u0930\u093e\u091c\u094d\u092f \u0938\u0947 \u092a\u0939\u0941\u0902\u091a\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/td>\n<\/tr>\n
      \u092c\u093e\u090f\u0901 \u0926\u093e\u0902\u090f<\/td>\n\u0935\u093f\u0936\u093f\u0937\u094d\u091f \u092c\u0926\u0932\u093e\u0935\u094b\u0902 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0939\u0948, \u0906\u092e\u0924\u094c\u0930 \u092a\u0930 \u0906\u0917\u0947 \u0915\u0940 \u0926\u093f\u0936\u093e \u092e\u0947\u0902\u0964<\/td>\n<\/tr>\n
      \u092a\u0942\u0930\u0940 \u0924\u0930\u0939 \u0938\u0947 \u091c\u0941\u0921\u093c\u093e \u0939\u0941\u0906<\/td>\n\u0915\u093f\u0938\u0940 \u092d\u0940 \u0905\u0928\u094d\u092f \u0930\u093e\u091c\u094d\u092f \u0938\u0947 \u090f\u0915 \u0939\u0940 \u0938\u092e\u092f \u092e\u0947\u0902 \u0915\u093f\u0938\u0940 \u092d\u0940 \u0930\u093e\u091c\u094d\u092f \u0924\u0915 \u092a\u0939\u0941\u0902\u091a\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

      \u091b\u093f\u092a\u0947 \u0939\u0941\u090f \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092e\u0949\u0921\u0932 \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0909\u092a\u092f\u094b\u0917, \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0901 \u0914\u0930 \u0938\u092e\u093e\u0927\u093e\u0928<\/h2>\n

      \u0939\u093f\u0921\u0928 \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092e\u0949\u0921\u0932 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u092d\u093e\u0937\u0923 \u092a\u0939\u091a\u093e\u0928, \u091c\u0948\u0935 \u0938\u0942\u091a\u0928\u093e \u0935\u093f\u091c\u094d\u091e\u093e\u0928 \u0914\u0930 \u092e\u094c\u0938\u092e \u0915\u0940 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964 \u0939\u093e\u0932\u093e\u0901\u0915\u093f, \u0935\u0947 \u0909\u091a\u094d\u091a \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0932\u093e\u0917\u0924, \u091b\u093f\u092a\u0940 \u0939\u0941\u0908 \u0938\u094d\u0925\u093f\u0924\u093f\u092f\u094b\u0902 \u0915\u0940 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0915\u0920\u093f\u0928\u093e\u0908 \u0914\u0930 \u092e\u0949\u0921\u0932 \u091a\u092f\u0928 \u0915\u0947 \u092e\u0941\u0926\u094d\u0926\u094b\u0902 \u091c\u0948\u0938\u0940 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u092d\u0940 \u0906\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n

      \u0907\u0928 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u094b \u0915\u092e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u0908 \u0938\u092e\u093e\u0927\u093e\u0928\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u092c\u0949\u092e-\u0935\u0947\u0932\u094d\u091a \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0914\u0930 \u0935\u093f\u091f\u0930\u094d\u092c\u0940 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u090f\u091a\u090f\u092e\u090f\u092e \u092e\u0947\u0902 \u0938\u0940\u0916\u0928\u0947 \u0914\u0930 \u0905\u0928\u0941\u092e\u093e\u0928 \u0915\u0940 \u0938\u092e\u0938\u094d\u092f\u093e \u0915\u094b \u0915\u0941\u0936\u0932\u0924\u093e\u092a\u0942\u0930\u094d\u0935\u0915 \u0939\u0932 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n

      \u0924\u0941\u0932\u0928\u093e \u0914\u0930 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0902: \u090f\u091a\u090f\u092e\u090f\u092e \u0914\u0930 \u0938\u092e\u093e\u0928 \u092e\u0949\u0921\u0932<\/h2>\n

      \u0921\u093e\u092f\u0928\u0947\u092e\u093f\u0915 \u092c\u093e\u092f\u0947\u0938\u093f\u092f\u0928 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 (\u0921\u0940\u092c\u0940\u090f\u0928) \u0914\u0930 \u0930\u093f\u0915\u0930\u0902\u091f \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 (\u0906\u0930\u090f\u0928\u090f\u0928) \u091c\u0948\u0938\u0947 \u0938\u092e\u093e\u0928 \u092e\u0949\u0921\u0932 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902, \u090f\u091a\u090f\u092e\u090f\u092e \u0915\u0947 \u092a\u093e\u0938 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u092b\u093e\u092f\u0926\u0947 \u0914\u0930 \u0938\u0940\u092e\u093e\u090f\u0902 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n\n\n\n\n
      \u0928\u092e\u0942\u0928\u093e<\/th>\n\u0932\u093e\u092d<\/th>\n\u0938\u0940\u092e\u093e\u090f\u0901<\/th>\n<\/tr>\n<\/thead>\n
      \u091b\u093f\u092a\u0947 \u0939\u0941\u090f \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092e\u0949\u0921\u0932<\/td>\n\u0938\u092e\u092f-\u0936\u094d\u0930\u0943\u0902\u0916\u0932\u093e \u0921\u0947\u091f\u093e \u092e\u0949\u0921\u0932\u093f\u0902\u0917 \u092e\u0947\u0902 \u0905\u091a\u094d\u091b\u093e, \u0938\u092e\u091d\u0928\u0947 \u0914\u0930 \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0906\u0938\u093e\u0928<\/td>\n\u0915\u0941\u091b \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u0938\u0902\u092a\u0924\u094d\u0924\u093f \u0915\u0940 \u0927\u093e\u0930\u0923\u093e \u092c\u0939\u0941\u0924 \u0905\u0927\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u092c\u0902\u0927\u093e\u0924\u094d\u092e\u0915 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948<\/td>\n<\/tr>\n
      \u0921\u093e\u092f\u0928\u0947\u092e\u093f\u0915 \u092c\u093e\u092f\u0947\u0938\u093f\u092f\u0928 \u0928\u0947\u091f\u0935\u0930\u094d\u0915<\/td>\n\u090f\u091a\u090f\u092e\u090f\u092e \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u0905\u0927\u093f\u0915 \u0932\u091a\u0940\u0932\u093e, \u091c\u091f\u093f\u0932 \u0905\u0938\u094d\u0925\u093e\u092f\u0940 \u0928\u093f\u0930\u094d\u092d\u0930\u0924\u093e\u0913\u0902 \u0915\u094b \u092e\u0949\u0921\u0932 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948<\/td>\n\u0938\u0940\u0916\u0928\u093e \u0914\u0930 \u0915\u093e\u0930\u094d\u092f\u093e\u0928\u094d\u0935\u093f\u0924 \u0915\u0930\u0928\u093e \u0905\u0927\u093f\u0915 \u0915\u0920\u093f\u0928<\/td>\n<\/tr>\n
      \u0906\u0935\u0930\u094d\u0924\u0915 \u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e \u0928\u0947\u091f\u0935\u0930\u094d\u0915<\/td>\n\u0932\u0902\u092c\u0947 \u0905\u0928\u0941\u0915\u094d\u0930\u092e\u094b\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932 \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u091f\u093f\u0932 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u092e\u0949\u0921\u0932 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948<\/td>\n\u092c\u0921\u093c\u0940 \u092e\u093e\u0924\u094d\u0930\u093e \u092e\u0947\u0902 \u0921\u0947\u091f\u093e \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948, \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u091a\u0941\u0928\u094c\u0924\u0940\u092a\u0942\u0930\u094d\u0923 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

      \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0947 \u0915\u094d\u0937\u093f\u0924\u093f\u091c: \u091b\u093f\u092a\u0947 \u0939\u0941\u090f \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092e\u0949\u0921\u0932 \u0914\u0930 \u0909\u092d\u0930\u0924\u0940 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u093e\u0901<\/h2>\n

      \u0939\u093f\u0921\u0928 \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092e\u0949\u0921\u0932 \u092e\u0947\u0902 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0940 \u092a\u094d\u0930\u0917\u0924\u093f \u092e\u0947\u0902 \u091b\u093f\u092a\u0947 \u0939\u0941\u090f \u0930\u093e\u091c\u094d\u092f\u094b\u0902 \u0915\u0940 \u092c\u0947\u0939\u0924\u0930 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0924\u0930\u0940\u0915\u0947, \u0917\u0923\u0928\u093e \u0926\u0915\u094d\u0937\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0914\u0930 \u0915\u094d\u0935\u093e\u0902\u091f\u092e \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u093f\u0902\u0917 \u0914\u0930 \u0909\u0928\u094d\u0928\u0924 \u090f\u0906\u0908 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u091c\u0948\u0938\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917 \u0915\u0947 \u0928\u090f \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u0938\u094d\u0924\u093e\u0930 \u0936\u093e\u092e\u093f\u0932 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n

      \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u0914\u0930 \u0939\u093f\u0921\u0928 \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092e\u0949\u0921\u0932: \u090f\u0915 \u0905\u092a\u0930\u0902\u092a\u0930\u093e\u0917\u0924 \u0917\u0920\u092c\u0902\u0927\u0928<\/h2>\n

      \u0939\u093f\u0921\u0928 \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092e\u0949\u0921\u0932 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u091f\u094d\u0930\u0948\u092b\u093c\u093f\u0915 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0914\u0930 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u094b \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u092e\u0942\u0932\u094d\u092f\u0935\u093e\u0928 \u0915\u094d\u0937\u092e\u0924\u093e \u0939\u0948\u0964 \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u091f\u094d\u0930\u0948\u092b\u093c\u093f\u0915 \u0915\u094b \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0935\u093f\u0938\u0902\u0917\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947, \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0914\u0930 \u0926\u0915\u094d\u0937\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u091a\u090f\u092e\u090f\u092e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n

      \u0938\u092e\u094d\u092c\u0902\u0927\u093f\u0924 \u0932\u093f\u0902\u0915\u094d\u0938<\/h2>\n

      \u0939\u093f\u0921\u0928 \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092e\u0949\u0921\u0932 \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0905\u0927\u093f\u0915 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u0947 \u0932\u093f\u090f, \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u092a\u0930 \u091c\u093e\u0928\u0947 \u092a\u0930 \u0935\u093f\u091a\u093e\u0930 \u0915\u0930\u0947\u0902:<\/p>\n

        \n
      1. \u0939\u093f\u0921\u0928 \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092e\u0949\u0921\u0932 (\u0938\u094d\u091f\u0948\u0928\u092b\u094b\u0930\u094d\u0921 \u092f\u0942\u0928\u093f\u0935\u0930\u094d\u0938\u093f\u091f\u0940)<\/a><\/li>\n
      2. \u0939\u093f\u0921\u0928 \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092e\u0949\u0921\u0932 \u092a\u0930 \u090f\u0915 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 (\u0932\u0940\u0921\u094d\u0938 \u0935\u093f\u0936\u094d\u0935\u0935\u093f\u0926\u094d\u092f\u093e\u0932\u092f)<\/a><\/li>\n
      3. \u0939\u093f\u0921\u0928 \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092e\u0949\u0921\u0932 (\u090f\u092e\u0906\u0908\u091f\u0940) \u0915\u093e \u092a\u0930\u093f\u091a\u092f<\/a><\/li>\n
      4. \u091b\u093f\u092a\u0947 \u0939\u0941\u090f \u092e\u093e\u0930\u094d\u0915\u094b\u0935 \u092e\u0949\u0921\u0932 \u092e\u0947\u0902 \u0938\u0940\u0916\u0928\u093e (\u092a\u094d\u0930\u0915\u0943\u0924\u093f)<\/a><\/li>\n<\/ol>","protected":false},"featured_media":468545,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-477450","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about Hidden Markov Models: Unraveling the Invisible Patterns<\/mark>","faq_items":[{"question":"What is a Hidden Markov Model?","answer":"

        A Hidden Markov Model is a statistical model that is used to represent systems that evolve over time. They are well-suited to problems involving prediction, filtering, smoothing, and finding explanations for a set of observed variables based on the dynamics of an unobserved or \"hidden\" set of variables.<\/p>"},{"question":"Who first proposed the concept of Hidden Markov Models?","answer":"

        The theoretical framework of Hidden Markov Models was first proposed in the late 1960s by Leonard E. Baum and his colleagues.<\/p>"},{"question":"What are the key features of Hidden Markov Models?","answer":"

        The essential features of Hidden Markov Models include observability, the Markov property, time dependence, and generativity. The system's states are not directly observable, each state depends only on a finite history of previous states, the probabilities can change over time, and HMMs can generate new sequences.<\/p>"},{"question":"What are the types of Hidden Markov Models?","answer":"

        There are three primary types of Hidden Markov Models: Ergodic, in which all states are reachable from any state; Left-right, where specific transitions are allowed, typically in a forward direction; and Fully connected, where any state can be reached from any other state in one time step.<\/p>"},{"question":"What are the common applications of Hidden Markov Models?","answer":"

        Hidden Markov Models are used in a variety of applications, including speech recognition, bioinformatics, and weather prediction.<\/p>"},{"question":"What challenges are associated with the use of Hidden Markov Models?","answer":"

        Challenges associated with Hidden Markov Models include high computational cost, difficulty in interpreting hidden states, and issues with model selection.<\/p>"},{"question":"How are Hidden Markov Models related to proxy servers?","answer":"

        Hidden Markov Models can be used to analyze and predict network traffic patterns, which is valuable for proxy servers. Proxy servers can utilize HMMs to classify traffic and detect anomalies, thus improving security and efficiency.<\/p>"},{"question":"What is the future perspective of Hidden Markov Models?","answer":"

        Future advancements in Hidden Markov Models may include methods to better interpret hidden states, improvements in computation efficiency, and expansion into new areas of application like quantum computing and advanced AI algorithms.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki\/477450","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki\/477450\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/media\/468545"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/media?parent=477450"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}