From aa6998f037242ae4639583aae76cd1e74d534b3c Mon Sep 17 00:00:00 2001 From: Zosia Date: Tue, 18 May 2021 22:46:19 +0200 Subject: [PATCH] update script --- dev-0/out.tsv | 40000 +++++++++++++++++++++++------------------------ retroc2.ipynb | 194 +- retroc2.py | 56 +- test-A/out.tsv | 28440 ++++++++++++++++----------------- 4 files changed, 34352 insertions(+), 34338 deletions(-) diff --git a/dev-0/out.tsv b/dev-0/out.tsv index b79a4e1..661c577 100644 --- a/dev-0/out.tsv +++ b/dev-0/out.tsv @@ -1,20000 +1,20000 @@ -1856.3495005659 -1998.14824651159 -1980.9029764961 -1937.65721959986 -1909.52125800285 -1946.78126885665 -1915.19790702792 -1899.90957018047 -1897.26065759027 -1954.66458951077 -1885.45804687498 -1931.49368637708 -1932.61969601602 -1907.74446996921 -1984.73338762489 -1897.0574135285 -1960.88369694057 -1925.63753223124 -1885.79967466098 -1995.7330366273 -1914.26869775822 -1919.81496697122 -1932.65882913366 -1923.81116518578 -1901.55714560155 -1915.6690189576 -1881.53469934787 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+2021.74014659374 +1908.26800633377 +1925.47822838031 +1942.2513260312 +1966.19362968818 +1933.63030100842 +1973.2524616633 +2007.59708381317 +1998.68702142548 +1983.54695470726 +1923.63800454348 +1968.78412623509 +1913.15460670156 +1907.64750631329 +1920.86345024053 +1904.53083526327 +1963.37235008614 +1895.90957011925 +1905.35765730262 +1932.43123239255 +1896.96713198646 +1980.03856042009 +1912.15028105742 +1918.11775533145 +1994.79048801091 +1911.18450127552 +1868.38970029549 +1881.08461325401 +1918.45644874537 +1930.39455277963 +1953.05007093737 +1901.56637520076 +1920.05169277014 +2017.18027846255 +1990.71708388794 +1983.03887525989 +1900.16811461534 +1896.41696084561 +1935.52304716914 +1995.41986300219 +1921.20223387721 +1906.65430873436 +2022.10308380227 +1915.72409194193 +1981.73760640956 diff --git a/retroc2.ipynb b/retroc2.ipynb index 4137280..8d7fc67 100644 --- a/retroc2.ipynb +++ b/retroc2.ipynb @@ -25,7 +25,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 68, "metadata": {}, "outputs": [], "source": [ @@ -33,12 +33,12 @@ " all_data = lzma.open(filename).read().decode('UTF-8').split('\\n')\n", " return [line.split('\\t') for line in all_data][:-1]\n", "\n", - "train_data = read_data('train/train.tsv.xz')[::500]" + "train_data = read_data('train/train.tsv.xz')[::250]" ] }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 69, "metadata": {}, "outputs": [ { @@ -51,7 +51,7 @@ " 'nowią część kultury. U nas już nikt ich nie chce oglądać. Chciałam osiągnąć coś wprost przeciwnego: przywrócić kobietom zaufanie do samych siebie, do własnych mo!liwości. Katharłne Hepburn powłedziala. kłedyi, łe najtrudnłej$ze to ..aprzedawanłe debie jak bukietu Awłeźych kwiatów\". Czy pant nie myllt. tak aamo7 Jestem bardziej odprężona niż Katharine. Gwiazdy jej generacji były większymi gwiazdami i musiały być całkiem nadzwyczajne. Nasze pokolenie jest banalniejsze. Jako kobieta i jako aktorka najlepiej czuję się w tłumie. --. Jest szalona rolnica między tym co ludzie o panł myl\\'ą. a tllm. kim panł jeBt naprClwdę. Ja tego nie widzę. Był taki okres w naszym ż\\'yciu, że Tom i ja n e mieliśmy pieniędzy. NIe pracowałam. Zyliśmy z koie zności bardzo skrom- -. -... .. nie. Zresztą dotychC\" as zy- . popiół znad ruin miasta. Ogromny teren, obejmuJący około 58 km t został zamieniony w dymiące pogorzelisko. Ulice miasta pokryte były zwęglonymi zwłokami mieszkańc6w, kt6re w wielu miejscach tworzyły makabryczne stosy. Wśród ofiar znaleźli się wszyscy dostojnicy przybyli poprzedniego dnia z Fort de France. Przez pierwsze dwa dni trwała akcja ratunkowa, nie udało się jednak znale:fć ani jednej żywej istoty. Dopiero w niedzielę, 11 maja, usłyszano czyjeŚ jęki. Odrzucając głazy i gorący jeszcze popiół, odnaleziono mocno poparzonego i całkowicie wyczerpanego młodego człowieka. Okazało si że jest to więzień pochodzący z leo Precheur. Skazano go na tygodniowy pobyt w karnej celi (ciemnicy) za samowolne opuszczenie więzienia. Ta niesubordynacja okazała się dla Sylbarisa zbawienna. Grube mury celi, Rołożonej u pod!1 óża g?ry, uchroniły go od zrmażdźenla i od spalenia\\'. Uratowany tak opisał nieprawdopodobną tragedię miasta: To btllo okolo 8 rano... nagle usłyszałem ogromny huk, a potem pTzeraźliwe krzyki ludzi. W sZ]lScy . l .\\' , P walali: pa ę nę.... umIeram.... o kilku minutach. WSZ1łstkie ucichły. Wszystkie... :z 1D1/;qtkiem mo;ego... Ogień pochłonął miasto i jego mieszkańców. Spełniła się klątwa rzucona przez wodza karaibskiego przed nies łna ćwierć wiekiem. ANDRZEJ VORBRODT jemy o wiele skromniej, niż większość ludzi z Hollywood. Moje. dzieci chodzą do publicznej szkoły, nie chcę, by wyrastały na .snobów. Myślę, że każda aktorka chyba że gra wyłącznie kr6lowe i księżniczki musi pozostawać w kontakcie z normalnymi ludźmi i z normalnym życiem. Zresztą, gdybym nagle zdecydowała się żyć luksusowo, Tom niechybnie opuściłby mnie\\' w mgnieniu oka. Wydawalo mł się nłer4%, e ma pant paC2. UC\"ic winy z powodu awołch ]Jłeniędzy... Nic podobnego. Jestem dumna ze sposobu, w jaki wydaję moje pieniądze. Używam ich na cele? w które wierzę i o ktore walczę. - czy t,o prawda. te sfinanaowała pant calkouńcie kampanię elektoralną Toma przy pomocy płenłędZ1l zarobionych na aerobiku\\' Tak. czy zna pani włelko\\' swojej fortuny? ..:.. Mniej więcej. Przed Tomem byl Vad\\'m; Paryt. cyganeria artystyczna, latwe tycie... Była pant kim innym. Jak doszlo do takiej zmiany? Dwadzie cia lat temu nie wiedziałam kim jestem. Byłam całkiem apolityczna. Kiedy wybuchła wojna w Wietnamie, n!e wiedziałam nawet gdzie leży Wietnam. A kiedy zrozumiałam, co naprawdę się dzieje w Wietnamie nie umiałam się wyłączyć j przestać walczyć o to, co Ic-uważalam za swój 000- wiązek. To calkowicle zmieniło']" ] }, - "execution_count": 39, + "execution_count": 69, "metadata": {}, "output_type": "execute_result" } @@ -62,7 +62,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 70, "metadata": {}, "outputs": [ { @@ -80,7 +80,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 71, "metadata": {}, "outputs": [], "source": [ @@ -89,7 +89,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 72, "metadata": {}, "outputs": [ { @@ -486,7 +486,7 @@ " 'ciemnicy']" ] }, - "execution_count": 42, + "execution_count": 72, "metadata": {}, "output_type": "execute_result" } @@ -497,7 +497,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 73, "metadata": {}, "outputs": [ { @@ -840,7 +840,7 @@ " 'gorący']" ] }, - "execution_count": 43, + "execution_count": 73, "metadata": {}, "output_type": "execute_result" } @@ -852,7 +852,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 74, "metadata": {}, "outputs": [], "source": [ @@ -862,7 +862,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 75, "metadata": {}, "outputs": [], "source": [ @@ -874,16 +874,16 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 76, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "215" + "430" ] }, - "execution_count": 46, + "execution_count": 76, "metadata": {}, "output_type": "execute_result" } @@ -894,7 +894,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 77, "metadata": {}, "outputs": [ { @@ -925,9 +925,9 @@ " ______\n", " ____x\n", " __ch\n", + " __n_\n", + " __naie\n", " __o\n", - " _a\n", - " _b\n", " ...\n", " франкф\n", " фялофс\n", @@ -944,12 +944,12 @@ " \n", " \n", " 0\n", - " 0.000000\n", " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", - " 0.000000\n", + " 0.0\n", + " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", @@ -968,12 +968,12 @@ " \n", " \n", " 1\n", - " 0.000000\n", " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", - " 0.000000\n", + " 0.0\n", + " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", @@ -992,12 +992,12 @@ " \n", " \n", " 2\n", - " 0.000000\n", " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", - " 0.000000\n", + " 0.0\n", + " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", @@ -1016,12 +1016,12 @@ " \n", " \n", " 3\n", - " 0.000000\n", " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", - " 0.000000\n", + " 0.0\n", + " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", @@ -1040,12 +1040,12 @@ " \n", " \n", " 4\n", - " 0.000000\n", " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", - " 0.000000\n", + " 0.0\n", + " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", @@ -1064,12 +1064,12 @@ " \n", " \n", " 5\n", - " 0.000000\n", " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", - " 0.000000\n", + " 0.0\n", + " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", @@ -1088,12 +1088,12 @@ " \n", " \n", " 6\n", - " 0.040798\n", " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", - " 0.064346\n", + " 0.0\n", + " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", @@ -1112,12 +1112,12 @@ " \n", " \n", " 7\n", - " 0.000000\n", " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", - " 0.000000\n", + " 0.0\n", + " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", @@ -1136,12 +1136,12 @@ " \n", " \n", " 8\n", - " 0.000000\n", " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", - " 0.000000\n", + " 0.0\n", + " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", @@ -1160,12 +1160,12 @@ " \n", " \n", " 9\n", - " 0.000000\n", " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", - " 0.000000\n", + " 0.0\n", + " 0.0\n", " 0.0\n", " 0.0\n", " 0.0\n", @@ -1184,38 +1184,38 @@ " \n", " \n", "\n", - "

10 rows × 25509 columns

\n", + "

10 rows × 42788 columns

\n", "" ], "text/plain": [ - " __ ___ ____ _____ ______ ____x __ch __o _a _b ... \\\n", - "0 0.000000 0.0 0.0 0.0 0.0 0.000000 0.0 0.0 0.0 0.0 ... \n", - "1 0.000000 0.0 0.0 0.0 0.0 0.000000 0.0 0.0 0.0 0.0 ... \n", - "2 0.000000 0.0 0.0 0.0 0.0 0.000000 0.0 0.0 0.0 0.0 ... \n", - "3 0.000000 0.0 0.0 0.0 0.0 0.000000 0.0 0.0 0.0 0.0 ... \n", - "4 0.000000 0.0 0.0 0.0 0.0 0.000000 0.0 0.0 0.0 0.0 ... \n", - "5 0.000000 0.0 0.0 0.0 0.0 0.000000 0.0 0.0 0.0 0.0 ... \n", - "6 0.040798 0.0 0.0 0.0 0.0 0.064346 0.0 0.0 0.0 0.0 ... \n", - "7 0.000000 0.0 0.0 0.0 0.0 0.000000 0.0 0.0 0.0 0.0 ... \n", - "8 0.000000 0.0 0.0 0.0 0.0 0.000000 0.0 0.0 0.0 0.0 ... \n", - "9 0.000000 0.0 0.0 0.0 0.0 0.000000 0.0 0.0 0.0 0.0 ... \n", + " __ ___ ____ _____ ______ ____x __ch __n_ __naie __o ... франкф \\\n", + "0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 ... 0.0 \n", + "1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 ... 0.0 \n", + "2 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 ... 0.0 \n", + "3 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 ... 0.0 \n", + "4 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 ... 0.0 \n", + "5 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 ... 0.0 \n", + "6 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 ... 0.0 \n", + "7 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 ... 0.0 \n", + "8 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 ... 0.0 \n", + "9 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 ... 0.0 \n", "\n", - " франкф фялофс что шшяшшш щвашш ьввдвн ьлало эавкде юрвдич ях \n", - "0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "2 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "3 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "4 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "5 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "6 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "7 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "8 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", - "9 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", + " фялофс что шшяшшш щвашш ьввдвн ьлало эавкде юрвдич ях \n", + "0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", + "1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", + "2 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", + "3 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", + "4 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", + "5 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", + "6 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", + "7 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", + "8 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", + "9 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 \n", "\n", - "[10 rows x 25509 columns]" + "[10 rows x 42788 columns]" ] }, - "execution_count": 47, + "execution_count": 77, "metadata": {}, "output_type": "execute_result" } @@ -1226,16 +1226,17 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 78, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([1., 0., 0., ..., 0., 0., 0.])" + "array([0.47377066, 0. , 0. , ..., 0. , 0. ,\n", + " 0. ])" ] }, - "execution_count": 48, + "execution_count": 78, "metadata": {}, "output_type": "execute_result" } @@ -1246,7 +1247,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 79, "metadata": {}, "outputs": [], "source": [ @@ -1255,7 +1256,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 80, "metadata": {}, "outputs": [ { @@ -1264,7 +1265,7 @@ "LinearRegression()" ] }, - "execution_count": 50, + "execution_count": 80, "metadata": {}, "output_type": "execute_result" } @@ -1276,18 +1277,18 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 81, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([1985.49452053, 1967.30958903, 1919.55479387, 1842.49999998,\n", - " 1930.67808218, 1967.49999998, 2012.5887978 , 2013.1958904 ,\n", - " 1938.49999998, 1876.93852457])" + "array([1985.49452053, 1925.6178082 , 1967.30958903, 1937.49999998,\n", + " 1919.55479387, 1932.77459015, 1842.49999998, 1932.08333332,\n", + " 1930.67808218, 2000.49999998])" ] }, - "execution_count": 51, + "execution_count": 81, "metadata": {}, "output_type": "execute_result" } @@ -1298,7 +1299,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 82, "metadata": {}, "outputs": [], "source": [ @@ -1312,7 +1313,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 83, "metadata": {}, "outputs": [], "source": [ @@ -1321,18 +1322,18 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 84, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([1856.34950057, 1998.14824651, 1980.9029765 , 1937.6572196 ,\n", - " 1909.521258 , 1946.78126886, 1915.19790703, 1899.90957018,\n", - " 1897.26065759, 1954.66458951])" + "array([1889.28635713, 1950.9440436 , 1957.26235075, 1959.53052259,\n", + " 1914.96228803, 1948.17090442, 1951.19472106, 1917.66714928,\n", + " 1912.14525243, 1936.7929999 ])" ] }, - "execution_count": 54, + "execution_count": 84, "metadata": {}, "output_type": "execute_result" } @@ -1343,7 +1344,7 @@ }, { "cell_type": "code", - "execution_count": 66, + "execution_count": 92, "metadata": {}, "outputs": [], "source": [ @@ -1355,7 +1356,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 86, "metadata": {}, "outputs": [], "source": [ @@ -1365,14 +1366,14 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 94, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "47.658531615811334\n" + "38.80250628936373\n" ] } ], @@ -1387,7 +1388,7 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 88, "metadata": {}, "outputs": [], "source": [ @@ -1401,7 +1402,7 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 89, "metadata": {}, "outputs": [], "source": [ @@ -1410,18 +1411,18 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 90, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([1983.16061382, 1913.76206771, 1922.81889879, 1940.76034008,\n", - " 1950.58829951, 1890.32262944, 1935.14295119, 1932.10534702,\n", - " 1969.90671923, 1935.72959798])" + "array([1970.80482572, 1891.52353205, 1914.05051655, 1921.30242974,\n", + " 1908.01225049, 1912.69373127, 1911.11153893, 1948.74997295,\n", + " 1925.77888352, 1923.62798817])" ] }, - "execution_count": 62, + "execution_count": 90, "metadata": {}, "output_type": "execute_result" } @@ -1432,7 +1433,7 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": 93, "metadata": {}, "outputs": [], "source": [ @@ -1441,6 +1442,13 @@ " f.write(str(round(i, 11)) + '\\n')\n", "f.close()" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/retroc2.py b/retroc2.py index 5f27ea1..177ccbb 100644 --- a/retroc2.py +++ b/retroc2.py @@ -16,56 +16,56 @@ import pandas as pd from sklearn.linear_model import LinearRegression -# In[38]: +# In[68]: def read_data(filename): all_data = lzma.open(filename).read().decode('UTF-8').split('\n') return [line.split('\t') for line in all_data][:-1] -train_data = read_data('train/train.tsv.xz')[::500] +train_data = read_data('train/train.tsv.xz')[::250] -# In[39]: +# In[69]: train_data[0] -# In[40]: +# In[70]: stop_words = get_stop_words('pl') + ['a', 'u', 'i', 'z', 'w', 'o'] print(stop_words) -# In[41]: +# In[71]: train_data_tokenized = [list(set(gensim.utils.tokenize(x[4], lowercase = True))) for x in train_data] -# In[42]: +# In[72]: train_data_tokenized[0] -# In[43]: +# In[73]: train_data_stemmatized = [list(set([w[:6] for w in set(i) - set(stop_words)])) for i in train_data_tokenized] train_data_stemmatized[0] -# In[44]: +# In[74]: vectorizer = TfidfVectorizer() vectors = vectorizer.fit_transform([' '.join(i) for i in train_data_stemmatized]) -# In[45]: +# In[75]: feature_names = vectorizer.get_feature_names() @@ -74,44 +74,44 @@ denselist = dense.tolist() df = pd.DataFrame(denselist, columns=feature_names) -# In[46]: +# In[76]: len(train_data) -# In[47]: +# In[77]: df[:10] -# In[48]: +# In[78]: vectorizer.transform(['__ ma kota']).toarray()[0] -# In[49]: +# In[79]: train_Y = [(float(x[0]) + float(x[1])) / 2 for x in train_data] -# In[50]: +# In[80]: model = LinearRegression() # definicja modelu model.fit(df, train_Y) # dopasowanie modelu -# In[51]: +# In[81]: model.predict(df[:10]) -# In[52]: +# In[82]: with open('dev-0/in.tsv', "r", encoding="utf-8") as f: @@ -122,19 +122,19 @@ dev_0_data_stemmatized = [list(set([w[:6] for w in set(i) - set(stop_words)])) f dev_0_data = [' '.join(i) for i in dev_0_data_stemmatized] -# In[53]: +# In[83]: y_predicted = model.predict(vectorizer.transform(dev_0_data).toarray()) -# In[54]: +# In[84]: y_predicted[:10] -# In[66]: +# In[92]: f = open("dev-0/out.tsv", "a") @@ -143,14 +143,14 @@ for i in y_predicted: f.close() -# In[56]: +# In[86]: with open('dev-0/expected.tsv', "r", encoding="utf-8") as f: e = [line.rstrip() for line in f] -# In[57]: +# In[94]: import math @@ -161,7 +161,7 @@ for i in range(len(y_predicted)): print(math.sqrt(sum(t)/len(y_predicted))) -# In[65]: +# In[88]: with open('test-A/in.tsv', "r", encoding="utf-8") as f: @@ -172,19 +172,19 @@ test_A_data_stemmatized = [list(set([w[:6] for w in set(i) - set(stop_words)])) test_A_data = [' '.join(i) for i in test_A_data_stemmatized] -# In[61]: +# In[89]: y_test_predicted = model.predict(vectorizer.transform(test_A_data).toarray()) -# In[62]: +# In[90]: y_test_predicted[:10] -# In[67]: +# In[93]: f = open("test-A/out.tsv", "a") @@ -192,3 +192,9 @@ for i in y_test_predicted: f.write(str(round(i, 11)) + '\n') f.close() + +# In[ ]: + + + + diff --git a/test-A/out.tsv b/test-A/out.tsv index 9f2dcd9..dc86f22 100644 --- a/test-A/out.tsv +++ b/test-A/out.tsv @@ -1,14220 +1,14220 @@ -1983.16061381964 -1913.76206770808 -1922.81889878859 -1940.76034007622 -1950.58829951478 -1890.32262943736 -1935.14295118758 -1932.10534701819 -1969.90671922801 -1935.72959797543 -1889.11868307569 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