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ЕК│╗Ежтм 1.ЕК│╗ЕжтмБ╖ БИa╢ (1) ЕК│╗Ежтм БИqС ЕК│╗Ежтмe╖ w╖sФa╕ бЩeУ wмС╬ wЧ┴Й {Иe╖ БФwмiЧi╖ aЛiЧб╖ xИбЙ╢╖eУ b╦ўмA╡ бЛб┴Б╨см A╖aмe╨ ўмй╗i╖ xИбЙ╢╖eУ БФwмiЧi╖ ╖Хй╖e╨ │╗eФa╖бЭ ЕжAЯa╨eУ бЛєдб╖aФ. ЕК│╗Ежтмe╖ ї└Б╝ wдєдe╖, ┼Йb├ БФwмeИA╡ ў╕Б╨б╗eУ A╖aмўм(бЩeУ сИбЯ)i╖ бЛб┴бЭБ╨см бзuпe╨ їИбПбЯiЯ a╨aРБ╖ aЛУЮa╖бЭБ╨см х╕A┴iЯ yбБИБ╖ aЛУЮa╖бЭ Еж╔╤a╨eУ їИб╖aФ. БЦхдБ╝ wдєдe╖, AХб╖с╚ ╣г aЛУЮБРБ╖ ЕжeмБИqСi╖ бЛб┴бЭ aЛУЮeИБ╖ ЕжбЯБ╖ ў╕бХiЯ бЛЕ║a╖бЭБ╨см ЕжAЯa╨eУ їИб╖aФ. ЕК│╗ЕжтмA╡смeУ с┤хШ b╦ўмA╡ БФe╨ b├ў╕б├Б╖ a└б╖iЯ бзaКi╨ їИе╖aИБ╖ eеБохмў╕Б╖ ЕвA╣┴╡ с┤¤ШAЙ A╖aмўмБ╖ a└б╖iЯ b├ў╕i╨ їИе╖aИБ╖ сИбЯт└бХБ╖ ЕвA╣ aЛбЯбЙ БФwмiЧeИБ╖ сИбЯaИ eмЙ┬AЦЎ┤i╖БШ с┤¤ШAЙ БФwмiЧi╖ Гвс┤aРiИ їИе╖aИБ╖ ЕК│╗wдєдб╖ Б║a╢┴ЙA╣б╖aФ. (2) aФeЯ aФeе╖ЬЕжтмбЛєд┴ЙБ╖ бзaК a╢е╖Ежтмб╖aР e╠iеЕжтмe╖ a╕aЮБ╖ wм┼Й┼ЙБЙiЯ б╖w╢a╨a╡ A╖aмe╨ │╗eФa╖бЭ ЕжAЯa╨б╗eа ЕК│╗Ежтмe╖ a╕aЮiЧeИБ╖ сИбЯ b├ў╕б├Б╖ a└б╖(A╖aмўм)iЯ eЛсИбЭ ЕжAЯa╨eУ wдєдб╖aФ. ЕК│╗Ежтм,e╠iеЕжтм┴Й a╢е╖ЕжтмБ╖ a└б╖ё╕e╖ ЕК│╗Ежтм┴Й e╠iеЕжтмe╖ БФwмiЧi╖ ЕжAЯa╨eУ wдєдб╖бЙ a╢е╖Ежтмe╖ Б║бЭ eеБоiЧi╖ ЕжAЯa╨eУ wдєдб╖aФ. e╠iеЕжтмe╖ б╖бг │╗eФб╖ БКЕжAЦс┤╢╖eУ wмБ╚A╡см bИ │╗eФБ╖ b╦ўмi╖ e╡БКa╨сИaР с┤хШ eеБоaИ │╗eФБ╖ b╦ўмi╖ i╕ aРa╚БРeУaИiЯ a╠b┤a╨бЛс╢e╨ Ежтме╖ eдeб ЕК│╗Ежтмe╖ ЕжAЯбЛЕ║б╖ i┤aЭa╣╢╖б╗ g┤i╖БШ х╕A┴ БФwмiЧБ╖ сИбЯ(A╖aмўм)iЯ бЛЕ║a╖бЭ ЕжAЯa╨eУ wдєдб╖aЬeУAХ a└б╖ё╕б╖ ╢╖aФ. 2.ЕК│╗ЕжтмБ╖ щ╕a└ ЕК│╗ЕжтмБ╖ щ╕a└eУ aФq╖┴Й {Иб╖ 6eФБЙбЭ aРЙТБо ╢╖aФ. 1)ЕК│╗ЕжтмБ╖ вбт╕ ЕК│╗ЕжтмБ╖ Б║a╢вбт╕e╖ БФwмiЧБ╖ A╖aмўмi╖ eЛсИБ╨см b╦Боe╨ b╦ўмi╖ б╗еУ БЦБИ бЩeУ aЛ б╖wмБ╖ ЕК│╗a╖бЭ ЕжAЯa╨eУ їИб╖aФ. ЕК│╗Ежтмe╖ БФwмiЧi╖ ЕжAЯa╨eУ q╚Вмт╕ вбт╕a╖бЭ gаб╖ aмw╢AЦс┤ ╓╡aФ. ЕК│╗Ежтмe╖ aФeЯ aФeе╖ЬЕжтм┴ЙeУ iФбЯ A┬╖╣iЙ┴ЙA╡ БФe╨ A╖Б╖ўмi╖ ёИw╗i╨ Бо ╢╖eУ w╕б├aИ Ї┤бЛ БШЕвA╡, eеБоiЯ хмў╕i╨БШ б╖еЭт╕.БИqСт╕.e╤йпт╕ eЛсИiЯ епЧ║б╙ бЙaЭБ╨б┤a╨бЙ w╨wм ЕжтмiЙ┴ЙiЯ ёИб╔Б╨см Бжт╕щ╕e╨ eеБоiЧi╖ A╣сИi╨ Бо ╢╖бХвЭ Б╨б┤e╨aФ. 2)ЕК│╗ЕжтмБ╖ e╡БКщмБЙ (1)A╖aмўм т└бХ A╖aмўмБ╖ БИqСe╖ ЕК│╗ЕжтмБ╖ бЛееБИqСб╖aФ. БФwмiЧeИБ╖ A╖aмўмe╖ ЕК│╗a╖бЭ ЕжAЯIЦ БФwмiЧ aмб╖Б╖ й╖б├ўм бЩeУ бзuпq╨Б╖ т└бХб╖aФ. ЕК│╗ЕжтмA╡см БФwмiЧeИБ╖ A╖aмўмe╖ Б║бЭ сИбЯт└бХ(distance measure)бЭ b├ў╕EЦaФ. сИбЯт└бХБ╖ A╖aмўмe╖ БФwмiЧeИБ╖ eЛє╕бХ(proximity)бЭ aРa╚ЕРaФ. ЕК│╗ЕжтмA╡см aИw╕ gаб╖ aмw╢a╨eУ сИбЯт└бХeУ A╖i╟бЯбЧe┤сИбЯ(Euclidean distance)б╖aФ. A╖i╟бЯбЧe┤сИбЯeУ ▒╖Б╖Б╖ БЦ б╗ё╕eИБ╖ A┬eФсИбЯiЯ Б╖бгe╨aФ. A╖i╟бЯбЧe┤ A╣│ЙсИбЯ(squared Euclidean distance)eУ A╖i╟бЯбЧe┤ сИбЯA╡ A╣│Йi╖ e╨їИa╖бЭ БЙeмб╖ e═бЯa╨бЙ WardЕК│╗wдєдi╖ с╢e╨ т└бХбЭ aмw╢EЦaФ. сИбЯт└бХ aмw╢бп Б║Б╖Б╨б┤i╨ ё╕e╖ a╬Е║┴╤AЦб╗ g┤e╖ сИбЯт└бХiЯ aмw╢i╨ wЙБ╢ eеБоБ╖ eФс╢(scale)A╡ aШaЬсм ЕК│╗iЙ┴ЙaИ iФaЬй╗Бо ╢╖aФeУ їИб╖aФ. aШaЬсм б╖сЬe╨ ЕвA╣ё╕i╖ Б╨iЙa╨бЛ с╢Б╨смeУ eеБоiЧi╖ a╬Е║┴╤ Б╨б┤e╨aФ. aаi╨aЬбСбзaп сИбЯ(Mahalanobis distance)eУ б╖сЬe╨ eеБоiЧБ╖ eФс╢ a╬Е║┴╤ ЕвA╣Екeа a┤бУaЬ eеБоiЧeИБ╖ wмб╤┼ЙeЭўм(intercorrelations)i╖ б╣ў╕Б╨ Б║eУ т└бХб╖aФ. (2)eеБоБ╖ a╬Е║┴╤ БФБжЕжБ╖ сИбЯт└бХeУ eеБоiЧeИБ╖ eФс╢ бЩeУ a╟бЛA╡ aШaЬ БаБ╢ егqИa╨aФ. б╖сЬe╨ ЕвA╣ё╕i╖ Б╨iЙa╨бЛ с╢Б╨см e╡БКa╕eУ eеБоiЧeИБ╖ wмБФт╕ a╬Е║e═a└A╡ бЛб┴Б╨см eеБоiЧi╖ a╬Е║┴╤Б╨б┤ e╨aФ. aИw╕ й╖eдт╕е╖ a╬Е║┴╤ w╤Б╚eУ bИ eеБоiЯ ZtИ┴Й {Иe╖ a╬Е║ё╕БобЭ eе┼╤бпб╟eУ їИб╖aФ. б╖сЬe╨ a╬Е║┴╤eУ ЕжтмA╡ aмw╢AЦeУ eеБоiЧeИБ╖ eФс╢Б╖ a└б╖бЭ е╖Б╨см iдЧмa╨eУ ЕвA╣ё╕i╖ A╣сИбп▒╟a╖бЭсм eеБоiЧA╡ БРБ╕AЦс┤╢╖eУ БКб╣iЯ ▒╣сФ ў╕┬╤a╨AЙ a╠b┤a╨eУAХ бХС╢б╖ IЦ їИб╖aФ. 3)ЕК│╗ЕжтмБ╖ aИў╕ёИў╕ : a╬ееБ╖ БФa╬ўм┴Й aФЧ║╖Йхмўм e╡БКa╕aИ бЙaЭБ╨б┤i╨ їИe╖ a╬ееБ╖ БФa╬ўм┴Й aФЧ║╖Йхмўмб╖aФ. ЕК│╗Ежтмe╖ БФwмiЧi╖ БРБ╕Б╨╢╖eУ b╦ўмA╡ aШaЬ ЕжAЯa╨eУ їИб╖aгбЭ a╬ееб╖ щ┤aаaР бб│╗eФi╖ i╕ БФa╬a╨бЙ ╢╖aУбРA╡ aШaЬсм aЛ iЙ┴ЙБ╖ A╖w╢ўм┴Й й╖eд┴╤ a╡БжaИ iЙў╕EЦaФ. aЛсЬaгбЭ a╬еехмў╕бп БФa╬ўмA╡ Б║Б╖iЯ бЛЙ╢a╡б┤ e╨aФ. А╓^