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1816,TVMSDL,lr_l2,cov_embedded,movements,0.6525888881016119,0.6395917993046462 1817,TVMSDL,lr_l2,cov_embedded,none,0.6623286732850411,0.6233018817661785 1818,TVMSDL,ridge_classifier,covariance,all,0.610628848825075,0.6078221215625704 1819,TVMSDL,ridge_classifier,covariance,movements,0.6302575681027303,0.6117926240790004 1820,TVMSDL,ridge_classifier,covariance,none,0.6366981537675892,0.5835439441470524 1821,TVMSDL,ridge_classifier,precision,all,0.6201336305984848,0.5873551148740519 1822,TVMSDL,ridge_classifier,precision,movements,0.6578254873874713,0.5958658376899074 1823,TVMSDL,ridge_classifier,precision,none,0.6403261218140395,0.5917813693484153 1824,TVMSDL,ridge_classifier,cov_embedded,all,0.6207098283267065,0.5862675832762453 1825,TVMSDL,ridge_classifier,cov_embedded,movements,0.6523728742767272,0.6124336213694401 1826,TVMSDL,ridge_classifier,cov_embedded,none,0.6329639664255681,0.5997602248670214 1827,TVMSDL,gnb,covariance,all,0.591067650525573,0.5865445919617274 1828,TVMSDL,gnb,covariance,movements,0.5307811586399247,0.5742952387539217 1829,TVMSDL,gnb,covariance,none,0.5303513026252958,0.5386876394309932 1830,TVMSDL,gnb,precision,all,0.5704291697968493,0.5464038225976633 1831,TVMSDL,gnb,precision,movements,0.4750789191450496,0.5568064816490881 1832,TVMSDL,gnb,precision,none,0.4911660910461486,0.5432937288888977 1833,TVMSDL,gnb,cov_embedded,all,0.5968851456522786,0.584604347103804 1834,TVMSDL,gnb,cov_embedded,movements,0.5752996569466233,0.6240160401146835 1835,TVMSDL,gnb,cov_embedded,none,0.5501260418928196,0.6014618986603508 1836,TVMSDL,ridge,covariance,all,0.010573675967004703,-0.24026419911725902 1837,TVMSDL,ridge,covariance,movements,0.1261955882680118,-0.21600204707539086 1838,TVMSDL,ridge,covariance,none,0.11747324866620008,-0.29233326636946694 1839,TVMSDL,ridge,precision,all,0.04841669601467731,-0.19080804332209697 1840,TVMSDL,ridge,precision,movements,0.07556494759723181,-0.22130147835820313 1841,TVMSDL,ridge,precision,none,0.0804555781253271,-0.24445537245485358 1842,TVMSDL,ridge,cov_embedded,all,0.020578810171650905,-0.20951036038191573 1843,TVMSDL,ridge,cov_embedded,movements,0.09250127318748717,-0.16013593973958215 1844,TVMSDL,ridge,cov_embedded,none,0.08661620385448769,-0.19970462572045589 1845,TVMSDL,lasso,covariance,all,0.003667689469670582,-0.1611715930076347 1846,TVMSDL,lasso,covariance,movements,0.05379442068414439,-0.1611715930076347 1847,TVMSDL,lasso,covariance,none,0.07207256790135264,-0.1611715930076347 1848,TVMSDL,lasso,precision,all,0.004453402533030865,-0.1611715930076347 1849,TVMSDL,lasso,precision,movements,0.05704376661698962,-0.1611715930076347 1850,TVMSDL,lasso,precision,none,0.0657442018123225,-0.1611715930076347 1851,TVMSDL,lasso,cov_embedded,all,-0.002426526461493675,-0.1611715930076347 1852,TVMSDL,lasso,cov_embedded,movements,0.031781195333940096,-0.1611715930076347 1853,TVMSDL,lasso,cov_embedded,none,0.06731529718557208,-0.1611715930076347 1854,TVMSDL,svr,covariance,all,-0.004395982231518353,-0.15522658937061148 1855,TVMSDL,svr,covariance,movements,0.12284162804476159,-0.15521805753542298 1856,TVMSDL,svr,covariance,none,0.12159492703033363,-0.15529885932953166 1857,TVMSDL,svr,precision,all,0.014375460798900494,-0.15522479063338365 1858,TVMSDL,svr,precision,movements,0.07251747644696248,-0.15534350358688997 1859,TVMSDL,svr,precision,none,0.08996302599404855,-0.1553669221995151 1860,TVMSDL,svr,cov_embedded,all,0.004490265867823542,-0.15522033554458092 1861,TVMSDL,svr,cov_embedded,movements,0.10174063600384119,-0.15244338887763034 1862,TVMSDL,svr,cov_embedded,none,0.09042645185408549,-0.15525657962742823 1863,TVMSDL,svc_l1,covariance,all,0.5992042990061437,0.5701732728705038 1864,TVMSDL,svc_l1,covariance,movements,0.6731453324347275,0.6032152905236097 1865,TVMSDL,svc_l1,covariance,none,0.6344138916670679,0.5783730788420818 1866,TVMSDL,svc_l1,precision,all,0.6057785734951733,0.5649511963844475 1867,TVMSDL,svc_l1,precision,movements,0.5833362414634711,0.5648479737604186 1868,TVMSDL,svc_l1,precision,none,0.6215144577847502,0.5535353993224579 1869,TVMSDL,svc_l1,cov_embedded,all,0.6149620053112929,0.596630399126149 1870,TVMSDL,svc_l1,cov_embedded,movements,0.6774234347371187,0.606834864950093 1871,TVMSDL,svc_l1,cov_embedded,none,0.6390279539688293,0.5794070493225403 1872,TVMSDL,svc_l2,covariance,all,0.6067380072624273,0.5626614595527503 1873,TVMSDL,svc_l2,covariance,movements,0.6872405708201477,0.6330458631149842 1874,TVMSDL,svc_l2,covariance,none,0.6517907893197615,0.6155667054968359 1875,TVMSDL,svc_l2,precision,all,0.5900798845685555,0.6000294413888286 1876,TVMSDL,svc_l2,precision,movements,0.5728350576589474,0.518762021249882 1877,TVMSDL,svc_l2,precision,none,0.6065577315812789,0.5441473574857731 1878,TVMSDL,svc_l2,cov_embedded,all,0.6069434199751724,0.5623415515373099 1879,TVMSDL,svc_l2,cov_embedded,movements,0.6892672930791601,0.586521508279239 1880,TVMSDL,svc_l2,cov_embedded,none,0.62541532640348,0.595070832023364 1881,TVMSDL,lr_l1,covariance,all,0.5975135698651203,0.5608418078178294 1882,TVMSDL,lr_l1,covariance,movements,0.6855501634028489,0.6040910395550649 1883,TVMSDL,lr_l1,covariance,none,0.6317341128282831,0.5898317644907727 1884,TVMSDL,lr_l1,precision,all,0.5969674627676074,0.5668324808208483 1885,TVMSDL,lr_l1,precision,movements,0.6014898905826445,0.5876107813904095 1886,TVMSDL,lr_l1,precision,none,0.6103283178623333,0.551458317420844 1887,TVMSDL,lr_l1,cov_embedded,all,0.6281727289762,0.5533096865473817 1888,TVMSDL,lr_l1,cov_embedded,movements,0.6549463596973182,0.5726989889166956 1889,TVMSDL,lr_l1,cov_embedded,none,0.6158810690594232,0.6019079994252762 1890,TVMSDL,lr_l2,covariance,all,0.6067955011844985,0.5837842182671983 1891,TVMSDL,lr_l2,covariance,movements,0.6872405708201477,0.6208330059791316 1892,TVMSDL,lr_l2,covariance,none,0.6446760347442446,0.61333589108435 1893,TVMSDL,lr_l2,precision,all,0.5932083654930891,0.5913431442893436 1894,TVMSDL,lr_l2,precision,movements,0.6086512856357599,0.5832124028369142 1895,TVMSDL,lr_l2,precision,none,0.6421424320259591,0.565505009019666 1896,TVMSDL,lr_l2,cov_embedded,all,0.6089464955404298,0.570311412418709 1897,TVMSDL,lr_l2,cov_embedded,movements,0.696020286674259,0.6308119134957086 1898,TVMSDL,lr_l2,cov_embedded,none,0.6517069077439683,0.6046802923925292 1899,TVMSDL,ridge_classifier,covariance,all,0.605821176655444,0.5680949597586252 1900,TVMSDL,ridge_classifier,covariance,movements,0.6882733591736783,0.6233818138650328 1901,TVMSDL,ridge_classifier,covariance,none,0.6440504177286073,0.6022340292988968 1902,TVMSDL,ridge_classifier,precision,all,0.6000888058412713,0.604610424503201 1903,TVMSDL,ridge_classifier,precision,movements,0.5894446489598003,0.5370867688091923 1904,TVMSDL,ridge_classifier,precision,none,0.6061235654149872,0.5568572831873198 1905,TVMSDL,ridge_classifier,cov_embedded,all,0.6127248836218047,0.5679996001416199 1906,TVMSDL,ridge_classifier,cov_embedded,movements,0.6831965225273727,0.6153475879109029 1907,TVMSDL,ridge_classifier,cov_embedded,none,0.6447062121141927,0.6001039933401303 1908,TVMSDL,gnb,covariance,all,0.5749021373204668,0.5621881319803806 1909,TVMSDL,gnb,covariance,movements,0.5296681916875876,0.530726627507375 1910,TVMSDL,gnb,covariance,none,0.5550845220583374,0.541031563098565 1911,TVMSDL,gnb,precision,all,0.5596184057612922,0.55091008716307 1912,TVMSDL,gnb,precision,movements,0.45508755099257947,0.5296849694952206 1913,TVMSDL,gnb,precision,none,0.4734683969902203,0.5137152396213999 1914,TVMSDL,gnb,cov_embedded,all,0.5758382918529258,0.5574013515024423 1915,TVMSDL,gnb,cov_embedded,movements,0.6325506271392105,0.6055004561461194 1916,TVMSDL,gnb,cov_embedded,none,0.5788433964603225,0.5620846060890965 1917,TVMSDL,ridge,covariance,all,0.02569772062465954,-0.2242127758017437 1918,TVMSDL,ridge,covariance,movements,0.12564452830034673,-0.1897326286687214 1919,TVMSDL,ridge,covariance,none,0.12425887116473541,-0.14064082040445483 1920,TVMSDL,ridge,precision,all,0.015434055183940892,-0.2115674671998061 1921,TVMSDL,ridge,precision,movements,0.11100379776590899,-0.3898364921864939 1922,TVMSDL,ridge,precision,none,0.12582915903821906,-0.48821869374200993 1923,TVMSDL,ridge,cov_embedded,all,0.024909940742590703,-0.21034835229936943 1924,TVMSDL,ridge,cov_embedded,movements,0.11087571047979124,-0.1737246510784014 1925,TVMSDL,ridge,cov_embedded,none,0.12808888044611946,-0.15115630899916446 1926,TVMSDL,lasso,covariance,all,0.020505181100342648,-0.1611715930076347 1927,TVMSDL,lasso,covariance,movements,0.0523501578003181,-0.1611715930076347 1928,TVMSDL,lasso,covariance,none,0.0636868948962019,-0.1611715930076347 1929,TVMSDL,lasso,precision,all,-0.00612239345595475,-0.1611715930076347 1930,TVMSDL,lasso,precision,movements,0.0015550944078339818,-0.1611715930076347 1931,TVMSDL,lasso,precision,none,-0.004857935823128295,-0.1611715930076347 1932,TVMSDL,lasso,cov_embedded,all,0.029106607327112136,-0.1611715930076347 1933,TVMSDL,lasso,cov_embedded,movements,0.05498488302648627,-0.1611715930076347 1934,TVMSDL,lasso,cov_embedded,none,0.06336795656597324,-0.1611715930076347 1935,TVMSDL,svr,covariance,all,-0.004339491111629901,-0.15524070569533086 1936,TVMSDL,svr,covariance,movements,0.1441607939603028,-0.155239197825212 1937,TVMSDL,svr,covariance,none,0.108109484129019,-0.1311655501824418 1938,TVMSDL,svr,precision,all,0.0038629754716322656,-0.15521813057092151 1939,TVMSDL,svr,precision,movements,0.12450141483130835,-0.12381311814191394 1940,TVMSDL,svr,precision,none,0.10596611323056888,-0.14377797840654744 1941,TVMSDL,svr,cov_embedded,all,0.01464619066481973,-0.15522638878812622 1942,TVMSDL,svr,cov_embedded,movements,0.11756383679929014,-0.14658791733442758 1943,TVMSDL,svr,cov_embedded,none,0.15616120673187706,-0.13660560532403473 1944,TVMSDL,svc_l1,covariance,all,0.5891615226197264,0.5650343017487903 1945,TVMSDL,svc_l1,covariance,movements,0.6658372692130633,0.6032152905236097 1946,TVMSDL,svc_l1,covariance,none,0.6344138916670679,0.5858604735569022 1947,TVMSDL,svc_l1,precision,all,0.6057785734951733,0.561716727107257 1948,TVMSDL,svc_l1,precision,movements,0.5872096989054529,0.5648479737604186 1949,TVMSDL,svc_l1,precision,none,0.6215144577847502,0.5535353993224579 1950,TVMSDL,svc_l1,cov_embedded,all,0.6149620053112929,0.596630399126149 1951,TVMSDL,svc_l1,cov_embedded,movements,0.6774234347371187,0.606834864950093 1952,TVMSDL,svc_l1,cov_embedded,none,0.6390279539688293,0.5794070493225403 1953,TVMSDL,svc_l2,covariance,all,0.6067380072624273,0.5626614595527503 1954,TVMSDL,svc_l2,covariance,movements,0.6872405708201477,0.6330458631149842 1955,TVMSDL,svc_l2,covariance,none,0.6517907893197615,0.612517925009031 1956,TVMSDL,svc_l2,precision,all,0.5900798845685555,0.6000294413888286 1957,TVMSDL,svc_l2,precision,movements,0.5728350576589474,0.518762021249882 1958,TVMSDL,svc_l2,precision,none,0.6065577315812789,0.5441473574857731 1959,TVMSDL,svc_l2,cov_embedded,all,0.6069434199751724,0.5623415515373099 1960,TVMSDL,svc_l2,cov_embedded,movements,0.6892672930791601,0.586521508279239 1961,TVMSDL,svc_l2,cov_embedded,none,0.62541532640348,0.595070832023364 1962,TVMSDL,lr_l1,covariance,all,0.5975135698651203,0.5608418078178294 1963,TVMSDL,lr_l1,covariance,movements,0.6848191692508021,0.604826333672712 1964,TVMSDL,lr_l1,covariance,none,0.6260107991677878,0.5893375905415426 1965,TVMSDL,lr_l1,precision,all,0.590836089874822,0.5662869400238842 1966,TVMSDL,lr_l1,precision,movements,0.6013941651579717,0.5876107813904095 1967,TVMSDL,lr_l1,precision,none,0.6103283178623333,0.5491435026060292 1968,TVMSDL,lr_l1,cov_embedded,all,0.6281727289762,0.5646124609775919 1969,TVMSDL,lr_l1,cov_embedded,movements,0.6549463596973182,0.5726989889166956 1970,TVMSDL,lr_l1,cov_embedded,none,0.6158810690594232,0.6019079994252762 1971,TVMSDL,lr_l2,covariance,all,0.6067955011844985,0.5837842182671983 1972,TVMSDL,lr_l2,covariance,movements,0.6872405708201477,0.6208330059791316 1973,TVMSDL,lr_l2,covariance,none,0.6446760347442446,0.61333589108435 1974,TVMSDL,lr_l2,precision,all,0.5932083654930891,0.5913431442893436 1975,TVMSDL,lr_l2,precision,movements,0.6086512856357599,0.5832124028369142 1976,TVMSDL,lr_l2,precision,none,0.6421424320259591,0.565505009019666 1977,TVMSDL,lr_l2,cov_embedded,all,0.6089464955404298,0.570311412418709 1978,TVMSDL,lr_l2,cov_embedded,movements,0.696020286674259,0.6308119134957086 1979,TVMSDL,lr_l2,cov_embedded,none,0.6517069077439683,0.6046802923925292 1980,TVMSDL,ridge_classifier,covariance,all,0.605821176655444,0.5680949597586252 1981,TVMSDL,ridge_classifier,covariance,movements,0.6882733591736783,0.6233818138650328 1982,TVMSDL,ridge_classifier,covariance,none,0.6440504177286073,0.6022340292988968 1983,TVMSDL,ridge_classifier,precision,all,0.6000888058412713,0.604610424503201 1984,TVMSDL,ridge_classifier,precision,movements,0.5894446489598003,0.5370867688091923 1985,TVMSDL,ridge_classifier,precision,none,0.6061235654149872,0.5568572831873198 1986,TVMSDL,ridge_classifier,cov_embedded,all,0.6127248836218047,0.5679996001416199 1987,TVMSDL,ridge_classifier,cov_embedded,movements,0.6831965225273727,0.6153475879109029 1988,TVMSDL,ridge_classifier,cov_embedded,none,0.6447062121141927,0.6001039933401303 1989,TVMSDL,gnb,covariance,all,0.5749021373204668,0.5621881319803806 1990,TVMSDL,gnb,covariance,movements,0.5296681916875876,0.530726627507375 1991,TVMSDL,gnb,covariance,none,0.5550845220583374,0.541031563098565 1992,TVMSDL,gnb,precision,all,0.5596184057612922,0.55091008716307 1993,TVMSDL,gnb,precision,movements,0.45508755099257947,0.5296849694952206 1994,TVMSDL,gnb,precision,none,0.4734683969902203,0.5137152396213999 1995,TVMSDL,gnb,cov_embedded,all,0.5758382918529258,0.5574013515024423 1996,TVMSDL,gnb,cov_embedded,movements,0.6325506271392105,0.6055004561461194 1997,TVMSDL,gnb,cov_embedded,none,0.5788433964603225,0.5620846060890965 1998,TVMSDL,ridge,covariance,all,0.02569772062465954,-0.2242127758017437 1999,TVMSDL,ridge,covariance,movements,0.12564452830034673,-0.1897326286687214 2000,TVMSDL,ridge,covariance,none,0.12425887116473541,-0.14064082040445483 2001,TVMSDL,ridge,precision,all,0.015434055183940892,-0.2115674671998061 2002,TVMSDL,ridge,precision,movements,0.11100379776590899,-0.3898364921864939 2003,TVMSDL,ridge,precision,none,0.12582915903821906,-0.48821869374200993 2004,TVMSDL,ridge,cov_embedded,all,0.024909940742590703,-0.21034835229936943 2005,TVMSDL,ridge,cov_embedded,movements,0.11087571047979124,-0.1737246510784014 2006,TVMSDL,ridge,cov_embedded,none,0.12808888044611946,-0.15115630899916446 2007,TVMSDL,lasso,covariance,all,0.020505181100342648,-0.1611715930076347 2008,TVMSDL,lasso,covariance,movements,0.0523501578003181,-0.1611715930076347 2009,TVMSDL,lasso,covariance,none,0.0636868948962019,-0.1611715930076347 2010,TVMSDL,lasso,precision,all,-0.00612239345595475,-0.1611715930076347 2011,TVMSDL,lasso,precision,movements,0.0015550944078339818,-0.1611715930076347 2012,TVMSDL,lasso,precision,none,-0.004857935823128295,-0.1611715930076347 2013,TVMSDL,lasso,cov_embedded,all,0.029106607327112136,-0.1611715930076347 2014,TVMSDL,lasso,cov_embedded,movements,0.05498488302648627,-0.1611715930076347 2015,TVMSDL,lasso,cov_embedded,none,0.06336795656597324,-0.1611715930076347 2016,TVMSDL,svr,covariance,all,-0.004339491111629901,-0.15524070569533086 2017,TVMSDL,svr,covariance,movements,0.1441607939603028,-0.155239197825212 2018,TVMSDL,svr,covariance,none,0.108109484129019,-0.1311655501824418 2019,TVMSDL,svr,precision,all,0.0038629754716322656,-0.15521813057092151 2020,TVMSDL,svr,precision,movements,0.12450141483130835,-0.12381311814191394 2021,TVMSDL,svr,precision,none,0.10596611323056888,-0.14377797840654744 2022,TVMSDL,svr,cov_embedded,all,0.01464619066481973,-0.15522638878812622 2023,TVMSDL,svr,cov_embedded,movements,0.11756383679929014,-0.14658791733442758 2024,TVMSDL,svr,cov_embedded,none,0.15616120673187706,-0.13660560532403473 2025,TVMSDL,svc_l1,covariance,all,0.6391177432753685,0.6053128410046844 2026,TVMSDL,svc_l1,covariance,movements,0.6475313422621634,0.6184773245700046 2027,TVMSDL,svc_l1,covariance,none,0.6343694307099956,0.5770697862076556 2028,TVMSDL,svc_l1,precision,all,0.6461805978212213,0.6184726056526334 2029,TVMSDL,svc_l1,precision,movements,0.6411767356856156,0.6119860380388726 2030,TVMSDL,svc_l1,precision,none,0.6479272769258534,0.639411525517211 2031,TVMSDL,svc_l1,cov_embedded,all,0.6520614819841275,0.5974082120083584 2032,TVMSDL,svc_l1,cov_embedded,movements,0.6401511876929649,0.6068624372701785 2033,TVMSDL,svc_l1,cov_embedded,none,0.6312695090743249,0.5877737006145954 2034,TVMSDL,svc_l2,covariance,all,0.6298221308123113,0.6180518389137809 2035,TVMSDL,svc_l2,covariance,movements,0.6476299080026594,0.6070999658839384 2036,TVMSDL,svc_l2,covariance,none,0.6496317203291747,0.6077495449478341 2037,TVMSDL,svc_l2,precision,all,0.6656221969031959,0.6410148539965361 2038,TVMSDL,svc_l2,precision,movements,0.6766601373152183,0.6166128384263796 2039,TVMSDL,svc_l2,precision,none,0.6651059533372919,0.5785306561941672 2040,TVMSDL,svc_l2,cov_embedded,all,0.6585410088362745,0.6211211070574857 2041,TVMSDL,svc_l2,cov_embedded,movements,0.6611066672233117,0.6029065464068457 2042,TVMSDL,svc_l2,cov_embedded,none,0.6540935331865971,0.5791701340708018 2043,TVMSDL,lr_l1,covariance,all,0.6326463446784979,0.616946327847621 2044,TVMSDL,lr_l1,covariance,movements,0.6387118635636047,0.5755222555828308 2045,TVMSDL,lr_l1,covariance,none,0.6293068445321955,0.5626047882835478 2046,TVMSDL,lr_l1,precision,all,0.6161259228928913,0.6052775180340697 2047,TVMSDL,lr_l1,precision,movements,0.6382064813275588,0.6108095870396048 2048,TVMSDL,lr_l1,precision,none,0.6429075336240404,0.5725066614540506 2049,TVMSDL,lr_l1,cov_embedded,all,0.6162344210648445,0.6084346356323984 2050,TVMSDL,lr_l1,cov_embedded,movements,0.641936069912811,0.5772585945122533 2051,TVMSDL,lr_l1,cov_embedded,none,0.6236677799064534,0.5703857024935278 2052,TVMSDL,lr_l2,covariance,all,0.6308257038129131,0.6185050253532716 2053,TVMSDL,lr_l2,covariance,movements,0.6534986880989676,0.611578347097298 2054,TVMSDL,lr_l2,covariance,none,0.6372955789533236,0.6057306769093722 2055,TVMSDL,lr_l2,precision,all,0.6721731590388117,0.6332954563693621 2056,TVMSDL,lr_l2,precision,movements,0.68607758213695,0.611261652553977 2057,TVMSDL,lr_l2,precision,none,0.6585307420644761,0.6074752226714274 2058,TVMSDL,lr_l2,cov_embedded,all,0.652257011154805,0.6156394094346023 2059,TVMSDL,lr_l2,cov_embedded,movements,0.6675749574012556,0.6082764631511148 2060,TVMSDL,lr_l2,cov_embedded,none,0.6449430528190114,0.593629752351847 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19824,TVMSDL,ridge,cov_embedded,all,0.04408572694430682,-0.14189418744225432 19825,TVMSDL,ridge,cov_embedded,movements,0.07889912119723158,-0.2034482849849324 19826,TVMSDL,ridge,cov_embedded,none,0.11449055363268228,-0.17497734234024873 19827,TVMSDL,lasso,covariance,all,0.007240031969606445,-0.1611715930076347 19828,TVMSDL,lasso,covariance,movements,0.04610291976429855,-0.12334244121517124 19829,TVMSDL,lasso,covariance,none,0.057401521522934776,-0.1275118441995299 19830,TVMSDL,lasso,precision,all,0.015835937018640944,-0.1611715930076347 19831,TVMSDL,lasso,precision,movements,0.08018343358879797,-0.1611715930076347 19832,TVMSDL,lasso,precision,none,0.10836627230759902,-0.1611715930076347 19833,TVMSDL,lasso,cov_embedded,all,0.016905527874245915,-0.1611715930076347 19834,TVMSDL,lasso,cov_embedded,movements,0.08679942099924878,-0.1611715930076347 19835,TVMSDL,lasso,cov_embedded,none,0.10404260238117868,-0.1611715930076347 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19862,TVMSDL,svc_l2,cov_embedded,none,0.6374673715368523,0.5672376387080996 19863,TVMSDL,lr_l1,covariance,all,0.578154609622199,0.5542444538895333 19864,TVMSDL,lr_l1,covariance,movements,0.6210271614686711,0.5611176398121561 19865,TVMSDL,lr_l1,covariance,none,0.607701396339001,0.564828988833163 19866,TVMSDL,lr_l1,precision,all,0.6010644346130721,0.5527857285570575 19867,TVMSDL,lr_l1,precision,movements,0.5865850312902187,0.5627907459448905 19868,TVMSDL,lr_l1,precision,none,0.5832561164852851,0.5740056645860584 19869,TVMSDL,lr_l1,cov_embedded,all,0.5666315066793882,0.5527857285570575 19870,TVMSDL,lr_l1,cov_embedded,movements,0.6444239200478947,0.5739244512424526 19871,TVMSDL,lr_l1,cov_embedded,none,0.5905112230356407,0.5831475389267835 19872,TVMSDL,lr_l2,covariance,all,0.602609355092556,0.5833793083794565 19873,TVMSDL,lr_l2,covariance,movements,0.6509484614111697,0.5855981687943922 19874,TVMSDL,lr_l2,covariance,none,0.6383702197784341,0.5706226399370261 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21798,TVMSDL,svc_l2,covariance,all,0.6035902434164223,0.5740551215447522 21799,TVMSDL,svc_l2,covariance,movements,0.7014809744196584,0.6115510741577155 21800,TVMSDL,svc_l2,covariance,none,0.6560533779149053,0.5879794665324198 21801,TVMSDL,svc_l2,precision,all,0.6061835321939216,0.5711719965507339 21802,TVMSDL,svc_l2,precision,movements,0.6228825784609727,0.5677979064542136 21803,TVMSDL,svc_l2,precision,none,0.6043753218498907,0.5564521425145139 21804,TVMSDL,svc_l2,cov_embedded,all,0.5897057056832004,0.5627754261440454 21805,TVMSDL,svc_l2,cov_embedded,movements,0.674551651494933,0.6208885866340048 21806,TVMSDL,svc_l2,cov_embedded,none,0.6338780103373491,0.595751344666031 21807,TVMSDL,lr_l1,covariance,all,0.570086951955621,0.5915422258736678 21808,TVMSDL,lr_l1,covariance,movements,0.6781625161404378,0.6086090801970276 21809,TVMSDL,lr_l1,covariance,none,0.6573938682006655,0.6009134225527983 21810,TVMSDL,lr_l1,precision,all,0.5599155349687699,0.5527857285570575 21811,TVMSDL,lr_l1,precision,movements,0.5910272395024451,0.5582278344095812 21812,TVMSDL,lr_l1,precision,none,0.6051128876821348,0.5602876690041527 21813,TVMSDL,lr_l1,cov_embedded,all,0.6001499696217105,0.553256372520541 21814,TVMSDL,lr_l1,cov_embedded,movements,0.677194734904193,0.6046411335295492 21815,TVMSDL,lr_l1,cov_embedded,none,0.640767768056927,0.5756807387889431 21816,TVMSDL,lr_l2,covariance,all,0.6102997254548518,0.5742757160549579 21817,TVMSDL,lr_l2,covariance,movements,0.7034144314942444,0.6270551752166141 21818,TVMSDL,lr_l2,covariance,none,0.6514433119264675,0.614572448468398 21819,TVMSDL,lr_l2,precision,all,0.61068167775314,0.5843413350523589 21820,TVMSDL,lr_l2,precision,movements,0.6589316634458967,0.6103427613925201 21821,TVMSDL,lr_l2,precision,none,0.6341965530974348,0.5981785767110672 21822,TVMSDL,lr_l2,cov_embedded,all,0.6116395675619317,0.5903332472525001 21823,TVMSDL,lr_l2,cov_embedded,movements,0.6675907644448401,0.6299966472893295 21824,TVMSDL,lr_l2,cov_embedded,none,0.6629468181094678,0.6251155699841838 21825,TVMSDL,ridge_classifier,covariance,all,0.6047209493317686,0.5935718188411481 21826,TVMSDL,ridge_classifier,covariance,movements,0.7031036211430878,0.6042577259658013 21827,TVMSDL,ridge_classifier,covariance,none,0.660720917323412,0.6039189028006863 21828,TVMSDL,ridge_classifier,precision,all,0.5829834635141072,0.5670095050894259 21829,TVMSDL,ridge_classifier,precision,movements,0.6356302549470007,0.5746545394463456 21830,TVMSDL,ridge_classifier,precision,none,0.6153501665620498,0.5643512135048798 21831,TVMSDL,ridge_classifier,cov_embedded,all,0.6276238556854865,0.578065433702823 21832,TVMSDL,ridge_classifier,cov_embedded,movements,0.6660317874773318,0.6309669376030743 21833,TVMSDL,ridge_classifier,cov_embedded,none,0.6512350305105118,0.616532131186589 21834,TVMSDL,gnb,covariance,all,0.5909100800231621,0.5702704205057298 21835,TVMSDL,gnb,covariance,movements,0.5487616573122025,0.5216522632228379 21836,TVMSDL,gnb,covariance,none,0.5500433904371496,0.5454908955779857 21837,TVMSDL,gnb,precision,all,0.5411950181093869,0.5526484337326123 21838,TVMSDL,gnb,precision,movements,0.47703537473471047,0.5181780918893302 21839,TVMSDL,gnb,precision,none,0.46246304056777204,0.520472236344694 21840,TVMSDL,gnb,cov_embedded,all,0.58666023105668,0.5503053702434295 21841,TVMSDL,gnb,cov_embedded,movements,0.6321906908369752,0.5811315046176657 21842,TVMSDL,gnb,cov_embedded,none,0.5952832721881625,0.5841938024284485 21843,TVMSDL,ridge,covariance,all,0.018886287784574754,-0.24933615936201636 21844,TVMSDL,ridge,covariance,movements,0.13597193114277778,-0.24533272154948138 21845,TVMSDL,ridge,covariance,none,0.12125618489041638,-0.285316193559134 21846,TVMSDL,ridge,precision,all,0.03248714916984566,-0.20736822316850514 21847,TVMSDL,ridge,precision,movements,0.08605688525375342,-0.3860232174815761 21848,TVMSDL,ridge,precision,none,0.1104606163492738,-0.4500005053960396 21849,TVMSDL,ridge,cov_embedded,all,0.031201264408172738,-0.2076082145423692 21850,TVMSDL,ridge,cov_embedded,movements,0.12649951228624576,-0.1821353767918054 21851,TVMSDL,ridge,cov_embedded,none,0.1022065394162943,-0.24834319080452452 21852,TVMSDL,lasso,covariance,all,-0.0017647553679571576,-0.1611715930076347 21853,TVMSDL,lasso,covariance,movements,0.07719425936019046,-0.1611715930076347 21854,TVMSDL,lasso,covariance,none,0.06551637689844023,-0.1611715930076347 21855,TVMSDL,lasso,precision,all,0.006034761033964178,-0.1611715930076347 21856,TVMSDL,lasso,precision,movements,0.035405000788961055,-0.15962160942396728 21857,TVMSDL,lasso,precision,none,0.046523179242882365,-0.1611715930076347 21858,TVMSDL,lasso,cov_embedded,all,0.014145253341402195,-0.1611715930076347 21859,TVMSDL,lasso,cov_embedded,movements,0.06339181093276595,-0.1611715930076347 21860,TVMSDL,lasso,cov_embedded,none,-0.00612239345595475,-0.1611715930076347 21861,TVMSDL,svr,covariance,all,-0.004395987544328489,-0.1552580586951634 21862,TVMSDL,svr,covariance,movements,0.17293654758720994,-0.14878263927746105 21863,TVMSDL,svr,covariance,none,0.099410404930418,-0.15526708585709817 21864,TVMSDL,svr,precision,all,0.012905996346391363,-0.15524504211399406 21865,TVMSDL,svr,precision,movements,0.094762055173014,-0.15331609063976862 21866,TVMSDL,svr,precision,none,0.10904878276003395,-0.15586605238420523 21867,TVMSDL,svr,cov_embedded,all,0.0029270306668234825,-0.1552425566332638 21868,TVMSDL,svr,cov_embedded,movements,0.17668861916620415,-0.14393243348478607 21869,TVMSDL,svr,cov_embedded,none,0.09030989846195146,-0.15522589433111197 21870,TVMSDL,svc_l1,covariance,all,0.5899823218490832,0.5752449924220515 21871,TVMSDL,svc_l1,covariance,movements,0.6668156641780643,0.6275522752280498 21872,TVMSDL,svc_l1,covariance,none,0.627491141494952,0.6001424068736718 21873,TVMSDL,svc_l1,precision,all,0.5658147400361279,0.5381637857193253 21874,TVMSDL,svc_l1,precision,movements,0.6256378630191726,0.5659159694163498 21875,TVMSDL,svc_l1,precision,none,0.6064016845353284,0.5682402990449177 21876,TVMSDL,svc_l1,cov_embedded,all,0.5958442243122405,0.5689839874539115 21877,TVMSDL,svc_l1,cov_embedded,movements,0.6540320098325837,0.6176252692455877 21878,TVMSDL,svc_l1,cov_embedded,none,0.6619308398205452,0.5840883245273112 21879,TVMSDL,svc_l2,covariance,all,0.6035902434164223,0.5740551215447522 21880,TVMSDL,svc_l2,covariance,movements,0.7014809744196584,0.6078175018757561 21881,TVMSDL,svc_l2,covariance,none,0.6530771874387148,0.5866244215365428 21882,TVMSDL,svc_l2,precision,all,0.6061835321939216,0.5711719965507339 21883,TVMSDL,svc_l2,precision,movements,0.6228825784609727,0.5677979064542136 21884,TVMSDL,svc_l2,precision,none,0.6043753218498907,0.5564521425145139 21885,TVMSDL,svc_l2,cov_embedded,all,0.5897057056832004,0.5627754261440454 21886,TVMSDL,svc_l2,cov_embedded,movements,0.674551651494933,0.6208885866340048 21887,TVMSDL,svc_l2,cov_embedded,none,0.6338780103373491,0.595751344666031 21888,TVMSDL,lr_l1,covariance,all,0.5701696239132928,0.588667143256351 21889,TVMSDL,lr_l1,covariance,movements,0.6781625161404378,0.609295089958535 21890,TVMSDL,lr_l1,covariance,none,0.6573938682006655,0.5949563368761506 21891,TVMSDL,lr_l1,precision,all,0.5599155349687699,0.5527857285570575 21892,TVMSDL,lr_l1,precision,movements,0.5887950966453022,0.5582278344095812 21893,TVMSDL,lr_l1,precision,none,0.6051128876821348,0.5602876690041527 21894,TVMSDL,lr_l1,cov_embedded,all,0.5995933560366826,0.5527857285570575 21895,TVMSDL,lr_l1,cov_embedded,movements,0.677194734904193,0.6039058394119021 21896,TVMSDL,lr_l1,cov_embedded,none,0.640767768056927,0.5756807387889431 21897,TVMSDL,lr_l2,covariance,all,0.6102997254548518,0.5742757160549579 21898,TVMSDL,lr_l2,covariance,movements,0.7034144314942444,0.6270551752166141 21899,TVMSDL,lr_l2,covariance,none,0.6514433119264675,0.614572448468398 21900,TVMSDL,lr_l2,precision,all,0.61068167775314,0.5843413350523589 21901,TVMSDL,lr_l2,precision,movements,0.6589316634458967,0.6103427613925201 21902,TVMSDL,lr_l2,precision,none,0.6341965530974348,0.5981785767110672 21903,TVMSDL,lr_l2,cov_embedded,all,0.6116395675619317,0.5903332472525001 21904,TVMSDL,lr_l2,cov_embedded,movements,0.6675907644448401,0.6299966472893295 21905,TVMSDL,lr_l2,cov_embedded,none,0.6629468181094678,0.6251155699841838 21906,TVMSDL,ridge_classifier,covariance,all,0.6047209493317686,0.5935718188411481 21907,TVMSDL,ridge_classifier,covariance,movements,0.7031036211430878,0.6042577259658013 21908,TVMSDL,ridge_classifier,covariance,none,0.660720917323412,0.6039189028006863 21909,TVMSDL,ridge_classifier,precision,all,0.5829834635141072,0.5670095050894259 21910,TVMSDL,ridge_classifier,precision,movements,0.6356302549470007,0.5746545394463456 21911,TVMSDL,ridge_classifier,precision,none,0.6153501665620498,0.5643512135048798 21912,TVMSDL,ridge_classifier,cov_embedded,all,0.6276238556854865,0.578065433702823 21913,TVMSDL,ridge_classifier,cov_embedded,movements,0.6660317874773318,0.6309669376030743 21914,TVMSDL,ridge_classifier,cov_embedded,none,0.6512350305105118,0.616532131186589 21915,TVMSDL,gnb,covariance,all,0.5909100800231621,0.5702704205057298 21916,TVMSDL,gnb,covariance,movements,0.5487616573122025,0.5216522632228379 21917,TVMSDL,gnb,covariance,none,0.5500433904371496,0.5454908955779857 21918,TVMSDL,gnb,precision,all,0.5411950181093869,0.5526484337326123 21919,TVMSDL,gnb,precision,movements,0.47703537473471047,0.5181780918893302 21920,TVMSDL,gnb,precision,none,0.46246304056777204,0.520472236344694 21921,TVMSDL,gnb,cov_embedded,all,0.58666023105668,0.5503053702434295 21922,TVMSDL,gnb,cov_embedded,movements,0.6321906908369752,0.5811315046176657 21923,TVMSDL,gnb,cov_embedded,none,0.5952832721881625,0.5841938024284485 21924,TVMSDL,ridge,covariance,all,0.018886287784574754,-0.24933615936201636 21925,TVMSDL,ridge,covariance,movements,0.13597193114277778,-0.24533272154948138 21926,TVMSDL,ridge,covariance,none,0.12125618489041638,-0.285316193559134 21927,TVMSDL,ridge,precision,all,0.03248714916984566,-0.20736822316850514 21928,TVMSDL,ridge,precision,movements,0.08605688525375342,-0.3860232174815761 21929,TVMSDL,ridge,precision,none,0.1104606163492738,-0.4500005053960396 21930,TVMSDL,ridge,cov_embedded,all,0.031201264408172738,-0.2076082145423692 21931,TVMSDL,ridge,cov_embedded,movements,0.12649951228624576,-0.1821353767918054 21932,TVMSDL,ridge,cov_embedded,none,0.1022065394162943,-0.24834319080452452 21933,TVMSDL,lasso,covariance,all,-0.0017647553679571576,-0.1611715930076347 21934,TVMSDL,lasso,covariance,movements,0.07719425936019046,-0.1611715930076347 21935,TVMSDL,lasso,covariance,none,0.06551637689844023,-0.1611715930076347 21936,TVMSDL,lasso,precision,all,0.006034761033964178,-0.1611715930076347 21937,TVMSDL,lasso,precision,movements,0.035405000788961055,-0.15962160942396728 21938,TVMSDL,lasso,precision,none,0.046523179242882365,-0.1611715930076347 21939,TVMSDL,lasso,cov_embedded,all,0.014145253341402195,-0.1611715930076347 21940,TVMSDL,lasso,cov_embedded,movements,0.06339181093276595,-0.1611715930076347 21941,TVMSDL,lasso,cov_embedded,none,-0.00612239345595475,-0.1611715930076347 21942,TVMSDL,svr,covariance,all,-0.004395987544328489,-0.1552580586951634 21943,TVMSDL,svr,covariance,movements,0.17293654758720994,-0.14878263927746105 21944,TVMSDL,svr,covariance,none,0.099410404930418,-0.15526708585709817 21945,TVMSDL,svr,precision,all,0.012905996346391363,-0.15524504211399406 21946,TVMSDL,svr,precision,movements,0.094762055173014,-0.15331609063976862 21947,TVMSDL,svr,precision,none,0.10904878276003395,-0.15586605238420523 21948,TVMSDL,svr,cov_embedded,all,0.0029270306668234825,-0.1552425566332638 21949,TVMSDL,svr,cov_embedded,movements,0.17668861916620415,-0.14393243348478607 21950,TVMSDL,svr,cov_embedded,none,0.09030989846195146,-0.15522589433111197 21951,TVMSDL,svc_l1,covariance,all,0.6262961302616211,0.5531765215501921 21952,TVMSDL,svc_l1,covariance,movements,0.6454765606477231,0.593423714665897 21953,TVMSDL,svc_l1,covariance,none,0.6574398526141982,0.5790417196040887 21954,TVMSDL,svc_l1,precision,all,0.6083920740925448,0.5689485250207145 21955,TVMSDL,svc_l1,precision,movements,0.6321845150031253,0.6016014144113966 21956,TVMSDL,svc_l1,precision,none,0.6354030864559208,0.5748220534457791 21957,TVMSDL,svc_l1,cov_embedded,all,0.6173607017019008,0.5684510461253159 21958,TVMSDL,svc_l1,cov_embedded,movements,0.6638064355141003,0.6176711758226444 21959,TVMSDL,svc_l1,cov_embedded,none,0.6452634076406634,0.5694184440099198 21960,TVMSDL,svc_l2,covariance,all,0.6283238098064218,0.575670214749709 21961,TVMSDL,svc_l2,covariance,movements,0.6446253648347038,0.6167298288725509 21962,TVMSDL,svc_l2,covariance,none,0.648530188762753,0.6017406285030367 21963,TVMSDL,svc_l2,precision,all,0.6378897884788893,0.5716869268386625 21964,TVMSDL,svc_l2,precision,movements,0.68134288920925,0.6157684237972738 21965,TVMSDL,svc_l2,precision,none,0.6632766101603734,0.5944580956118299 21966,TVMSDL,svc_l2,cov_embedded,all,0.6405029752379217,0.5636946089304969 21967,TVMSDL,svc_l2,cov_embedded,movements,0.6666530738393042,0.6064483815438078 21968,TVMSDL,svc_l2,cov_embedded,none,0.6454775021627404,0.5830867383886031 21969,TVMSDL,lr_l1,covariance,all,0.6105278433463344,0.5610939324962863 21970,TVMSDL,lr_l1,covariance,movements,0.6304573206858313,0.6092868950848938 21971,TVMSDL,lr_l1,covariance,none,0.6281972257145017,0.564728471923399 21972,TVMSDL,lr_l1,precision,all,0.6026084183087698,0.5583382964138511 21973,TVMSDL,lr_l1,precision,movements,0.6189855484478584,0.5901015642471725 21974,TVMSDL,lr_l1,precision,none,0.6251048503926645,0.5611303622055137 21975,TVMSDL,lr_l1,cov_embedded,all,0.6037773226080989,0.5536006477579212 21976,TVMSDL,lr_l1,cov_embedded,movements,0.6714594701535765,0.5823323244639187 21977,TVMSDL,lr_l1,cov_embedded,none,0.6288753704364813,0.5592064985511361 21978,TVMSDL,lr_l2,covariance,all,0.6275536552533725,0.5714388158006027 21979,TVMSDL,lr_l2,covariance,movements,0.6446949833253748,0.6137458137933607 21980,TVMSDL,lr_l2,covariance,none,0.648930181245773,0.6032431108652001 21981,TVMSDL,lr_l2,precision,all,0.630582654155626,0.5845546098710399 21982,TVMSDL,lr_l2,precision,movements,0.6805988415902025,0.6173522496724524 21983,TVMSDL,lr_l2,precision,none,0.6654120986944427,0.6019052422446365 21984,TVMSDL,lr_l2,cov_embedded,all,0.631492660750079,0.5787725691832645 21985,TVMSDL,lr_l2,cov_embedded,movements,0.6614326159373708,0.6123227952627837 21986,TVMSDL,lr_l2,cov_embedded,none,0.6390231943501983,0.6037327835241928 21987,TVMSDL,ridge_classifier,covariance,all,0.6256511972058938,0.5845310883730419 21988,TVMSDL,ridge_classifier,covariance,movements,0.6441597706763386,0.6108154167744992 21989,TVMSDL,ridge_classifier,covariance,none,0.6314192856618006,0.6018558962351437 21990,TVMSDL,ridge_classifier,precision,all,0.6267980981257866,0.5956049521180622 21991,TVMSDL,ridge_classifier,precision,movements,0.675527251879346,0.612463181314211 21992,TVMSDL,ridge_classifier,precision,none,0.6624377660150538,0.6022601651966759 21993,TVMSDL,ridge_classifier,cov_embedded,all,0.628634900877299,0.5759823939820506 21994,TVMSDL,ridge_classifier,cov_embedded,movements,0.6660684750214709,0.6158992099984951 21995,TVMSDL,ridge_classifier,cov_embedded,none,0.6550146408266246,0.5889068786675933 21996,TVMSDL,gnb,covariance,all,0.6024371871646819,0.56878618426796 21997,TVMSDL,gnb,covariance,movements,0.5925641137346608,0.6013966215065514 21998,TVMSDL,gnb,covariance,none,0.587638605519679,0.5704416529461456 21999,TVMSDL,gnb,precision,all,0.6385803921098101,0.5785481976248594 22000,TVMSDL,gnb,precision,movements,0.648316073738674,0.566039072937617 22001,TVMSDL,gnb,precision,none,0.5842925463097961,0.5856040940420545 22002,TVMSDL,gnb,cov_embedded,all,0.6054382749567528,0.5746392716111665 22003,TVMSDL,gnb,cov_embedded,movements,0.6060147865233135,0.6162782336130128 22004,TVMSDL,gnb,cov_embedded,none,0.6019296254081097,0.5691361309655552 22005,TVMSDL,ridge,covariance,all,0.14430036815790726,-0.10123859712293705 22006,TVMSDL,ridge,covariance,movements,0.19790177739637133,-0.1797546173624394 22007,TVMSDL,ridge,covariance,none,0.11936660496942172,-0.2088906689318503 22008,TVMSDL,ridge,precision,all,0.1488612609546314,-0.09147076260558851 22009,TVMSDL,ridge,precision,movements,0.19205768028522152,-0.1581210612754861 22010,TVMSDL,ridge,precision,none,0.17365191363453258,-0.13921251985868724 22011,TVMSDL,ridge,cov_embedded,all,0.16001973518149082,-0.13745597425796033 22012,TVMSDL,ridge,cov_embedded,movements,0.17488414551897655,-0.18557058411284819 22013,TVMSDL,ridge,cov_embedded,none,0.10120129449675089,-0.20583054946707557 22014,TVMSDL,lasso,covariance,all,0.005058551274971623,-0.1611715930076347 22015,TVMSDL,lasso,covariance,movements,0.07430380994920281,-0.14641948587412137 22016,TVMSDL,lasso,covariance,none,0.06957289230368838,-0.1611715930076347 22017,TVMSDL,lasso,precision,all,0.03351234696644745,-0.1611715930076347 22018,TVMSDL,lasso,precision,movements,0.10745972952876469,-0.1611715930076347 22019,TVMSDL,lasso,precision,none,0.1319167915775852,-0.1611715930076347 22020,TVMSDL,lasso,cov_embedded,all,0.025994129871535668,-0.08492002418526157 22021,TVMSDL,lasso,cov_embedded,movements,0.1111780677896292,-0.1611715930076347 22022,TVMSDL,lasso,cov_embedded,none,0.09420339157143817,-0.1611715930076347 22023,TVMSDL,svr,covariance,all,0.09715232070809146,-0.1332887658402637 22024,TVMSDL,svr,covariance,movements,0.15307956313669083,-0.15519605457218877 22025,TVMSDL,svr,covariance,none,0.06780030646090815,-0.1553031756502005 22026,TVMSDL,svr,precision,all,0.10944159052915506,-0.1539425559631928 22027,TVMSDL,svr,precision,movements,0.12710568104472825,-0.15530476152461278 22028,TVMSDL,svr,precision,none,0.12808232884054227,-0.13531384403202804 22029,TVMSDL,svr,cov_embedded,all,0.10131980167437078,-0.14434882821088432 22030,TVMSDL,svr,cov_embedded,movements,0.12306174203040433,-0.15480921186254584 22031,TVMSDL,svr,cov_embedded,none,0.07617165051576877,-0.15527968852921933 22032,TVMSDL,svc_l1,covariance,all,0.6066469342151439,0.5718863200696143 22033,TVMSDL,svc_l1,covariance,movements,0.644393230127895,0.6262718643003642 22034,TVMSDL,svc_l1,covariance,none,0.6405557836639845,0.6030078543474803 22035,TVMSDL,svc_l1,precision,all,0.5746958698319435,0.5684603761787664 22036,TVMSDL,svc_l1,precision,movements,0.6124003921269687,0.5989442015055831 22037,TVMSDL,svc_l1,precision,none,0.60858656712358,0.6018956680666311 22038,TVMSDL,svc_l1,cov_embedded,all,0.5768924606404456,0.5882816206203151 22039,TVMSDL,svc_l1,cov_embedded,movements,0.6754138489976703,0.605209703194957 22040,TVMSDL,svc_l1,cov_embedded,none,0.6477674732822956,0.6098585836288526 22041,TVMSDL,svc_l2,covariance,all,0.6255272468326993,0.5764957319092842 22042,TVMSDL,svc_l2,covariance,movements,0.6848592585502055,0.617613288818802 22043,TVMSDL,svc_l2,covariance,none,0.6736599579195461,0.5963480259345029 22044,TVMSDL,svc_l2,precision,all,0.6077347026298782,0.5864397240311513 22045,TVMSDL,svc_l2,precision,movements,0.6249176765763631,0.5784453672186849 22046,TVMSDL,svc_l2,precision,none,0.6190212992082115,0.5793056609800418 22047,TVMSDL,svc_l2,cov_embedded,all,0.6236956910166359,0.5795555896042732 22048,TVMSDL,svc_l2,cov_embedded,movements,0.6746219181642844,0.6174560082901774 22049,TVMSDL,svc_l2,cov_embedded,none,0.661910628000673,0.6015874655447414 22050,TVMSDL,lr_l1,covariance,all,0.6147028347720819,0.5752260915428646 22051,TVMSDL,lr_l1,covariance,movements,0.6683422921404837,0.6075535477277887 22052,TVMSDL,lr_l1,covariance,none,0.6737395624622953,0.6078894876837516 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31871,TVMSDL,ridge_classifier,covariance,none,0.6398384249203816,0.5832675744002132 31872,TVMSDL,ridge_classifier,precision,all,0.6020226177582007,0.6159160448043072 31873,TVMSDL,ridge_classifier,precision,movements,0.6436840658768059,0.6026292776046966 31874,TVMSDL,ridge_classifier,precision,none,0.6201008147785799,0.6082980246979919 31875,TVMSDL,ridge_classifier,cov_embedded,all,0.6200485267879536,0.5896485281554898 31876,TVMSDL,ridge_classifier,cov_embedded,movements,0.6400706542518149,0.5987287131186966 31877,TVMSDL,ridge_classifier,cov_embedded,none,0.6372362067324487,0.5846210475829136 31878,TVMSDL,gnb,covariance,all,0.5987685273753833,0.5977193263275649 31879,TVMSDL,gnb,covariance,movements,0.5150893599630747,0.5763537352079507 31880,TVMSDL,gnb,covariance,none,0.5405364291432136,0.5459944821292618 31881,TVMSDL,gnb,precision,all,0.5515849832839922,0.5760035502157292 31882,TVMSDL,gnb,precision,movements,0.48743874821865996,0.5628298417974135 31883,TVMSDL,gnb,precision,none,0.4815177211357297,0.5149323148648379 31884,TVMSDL,gnb,cov_embedded,all,0.6062876460915891,0.5835678119011294 31885,TVMSDL,gnb,cov_embedded,movements,0.5931282200129012,0.591325955482142 31886,TVMSDL,gnb,cov_embedded,none,0.5606655108205656,0.5760459074947127 31887,TVMSDL,ridge,covariance,all,0.007760146547258984,-0.2245917530644451 31888,TVMSDL,ridge,covariance,movements,0.19432812765928686,-0.2360270411078196 31889,TVMSDL,ridge,covariance,none,0.16884161367522413,-0.30185056457043685 31890,TVMSDL,ridge,precision,all,0.017407948600502973,-0.21007830684973872 31891,TVMSDL,ridge,precision,movements,0.08021553796395091,-0.2674585872445328 31892,TVMSDL,ridge,precision,none,0.055594920626739014,-0.34813469495065075 31893,TVMSDL,ridge,cov_embedded,all,0.016444735674007824,-0.24189078752221568 31894,TVMSDL,ridge,cov_embedded,movements,0.11277070322541718,-0.24122524192368014 31895,TVMSDL,ridge,cov_embedded,none,0.12685951506776447,-0.2682003864179841 31896,TVMSDL,lasso,covariance,all,0.004217667247785009,-0.1611715930076347 31897,TVMSDL,lasso,covariance,movements,0.0905349508148615,-0.1611715930076347 31898,TVMSDL,lasso,covariance,none,0.06674608053204066,-0.1611715930076347 31899,TVMSDL,lasso,precision,all,0.018754606052390932,-0.1611715930076347 31900,TVMSDL,lasso,precision,movements,0.0575439770214945,-0.1611715930076347 31901,TVMSDL,lasso,precision,none,0.014390656848766337,-0.1611715930076347 31902,TVMSDL,lasso,cov_embedded,all,-0.00612239345595475,-0.1611715930076347 31903,TVMSDL,lasso,cov_embedded,movements,0.07059573997705496,-0.1611715930076347 31904,TVMSDL,lasso,cov_embedded,none,0.034526158971455334,-0.1611715930076347 31905,TVMSDL,svr,covariance,all,-0.00439873212032052,-0.1552271381169792 31906,TVMSDL,svr,covariance,movements,0.12232183277470374,-0.15521206824689746 31907,TVMSDL,svr,covariance,none,0.10865507153737604,-0.155277358865334 31908,TVMSDL,svr,precision,all,-0.004345906485870091,-0.15522908356188167 31909,TVMSDL,svr,precision,movements,0.09212529730108007,-0.1552774334176689 31910,TVMSDL,svr,precision,none,0.03146477318930825,-0.1553572895853428 31911,TVMSDL,svr,cov_embedded,all,-0.004396826721425162,-0.15522748961820557 31912,TVMSDL,svr,cov_embedded,movements,0.11314077941518305,-0.1552318142189053 31913,TVMSDL,svr,cov_embedded,none,0.12882895316920795,-0.15523289082126454 31914,TVMSDL,svc_l1,covariance,all,0.5942374303676311,0.5806301088479648 31915,TVMSDL,svc_l1,covariance,movements,0.6747806777828144,0.6162320910986158 31916,TVMSDL,svc_l1,covariance,none,0.6607031657437863,0.5916508613763103 31917,TVMSDL,svc_l1,precision,all,0.5846981531872248,0.5459972173570897 31918,TVMSDL,svc_l1,precision,movements,0.6216587224878272,0.5676300111495455 31919,TVMSDL,svc_l1,precision,none,0.6060222460979076,0.5714598853427892 31920,TVMSDL,svc_l1,cov_embedded,all,0.5966660107918501,0.5802723141642697 31921,TVMSDL,svc_l1,cov_embedded,movements,0.6660196834107337,0.5766314628576219 31922,TVMSDL,svc_l1,cov_embedded,none,0.6492668383132129,0.5683645252185267 31923,TVMSDL,svc_l2,covariance,all,0.6035563835714896,0.5935608318698827 31924,TVMSDL,svc_l2,covariance,movements,0.6770296717085695,0.6359215254952504 31925,TVMSDL,svc_l2,covariance,none,0.6568604676131955,0.5932320523881708 31926,TVMSDL,svc_l2,precision,all,0.624529862282564,0.555922418998691 31927,TVMSDL,svc_l2,precision,movements,0.6155795429610432,0.5679477441431733 31928,TVMSDL,svc_l2,precision,none,0.6140684082038693,0.5624242331252816 31929,TVMSDL,svc_l2,cov_embedded,all,0.6153850373133913,0.5520716853962293 31930,TVMSDL,svc_l2,cov_embedded,movements,0.6923721068079365,0.5963368042248358 31931,TVMSDL,svc_l2,cov_embedded,none,0.668378959182621,0.5804007728187452 31932,TVMSDL,lr_l1,covariance,all,0.5874527690647423,0.5997571789871491 31933,TVMSDL,lr_l1,covariance,movements,0.6576141921772132,0.5778687860422435 31934,TVMSDL,lr_l1,covariance,none,0.6431117777226684,0.5797631019263949 31935,TVMSDL,lr_l1,precision,all,0.5776207012159087,0.5527857285570575 31936,TVMSDL,lr_l1,precision,movements,0.6178175809323154,0.6018025094079815 31937,TVMSDL,lr_l1,precision,none,0.6003576359776045,0.5627058901375313 31938,TVMSDL,lr_l1,cov_embedded,all,0.5880910847050371,0.5585722817776184 31939,TVMSDL,lr_l1,cov_embedded,movements,0.6553086821171773,0.5788446556481059 31940,TVMSDL,lr_l1,cov_embedded,none,0.632701353127089,0.5721295151570769 31941,TVMSDL,lr_l2,covariance,all,0.602812335952442,0.5926699841579547 31942,TVMSDL,lr_l2,covariance,movements,0.6807368563368068,0.6308552875305304 31943,TVMSDL,lr_l2,covariance,none,0.6478753311609537,0.6232258742861376 31944,TVMSDL,lr_l2,precision,all,0.6219020986000703,0.5844001627484299 31945,TVMSDL,lr_l2,precision,movements,0.6327846606468247,0.5878150655480161 31946,TVMSDL,lr_l2,precision,none,0.6466602027323757,0.5700731368322689 31947,TVMSDL,lr_l2,cov_embedded,all,0.6184187217116529,0.5811078338738193 31948,TVMSDL,lr_l2,cov_embedded,movements,0.6913281637882109,0.6232318025225483 31949,TVMSDL,lr_l2,cov_embedded,none,0.6713281138264089,0.6043032120439716 31950,TVMSDL,ridge_classifier,covariance,all,0.6134270377652681,0.5780345147996504 31951,TVMSDL,ridge_classifier,covariance,movements,0.6880371461455379,0.6362012517914027 31952,TVMSDL,ridge_classifier,covariance,none,0.6605816346068345,0.5986506291127605 31953,TVMSDL,ridge_classifier,precision,all,0.614447941265915,0.5673931684291874 31954,TVMSDL,ridge_classifier,precision,movements,0.6305325661875281,0.558194006844808 31955,TVMSDL,ridge_classifier,precision,none,0.6173867960192859,0.5558186591022451 31956,TVMSDL,ridge_classifier,cov_embedded,all,0.6192066152277114,0.5549696933639677 31957,TVMSDL,ridge_classifier,cov_embedded,movements,0.6896682144605806,0.6179077935878667 31958,TVMSDL,ridge_classifier,cov_embedded,none,0.6764292122265312,0.5961019133939571 31959,TVMSDL,gnb,covariance,all,0.5985685019579476,0.5475503007100259 31960,TVMSDL,gnb,covariance,movements,0.5430949086753774,0.514897385839301 31961,TVMSDL,gnb,covariance,none,0.5661684595005092,0.5596933877258261 31962,TVMSDL,gnb,precision,all,0.5308486386140738,0.5349920077843177 31963,TVMSDL,gnb,precision,movements,0.46004197333876756,0.5240400961780891 31964,TVMSDL,gnb,precision,none,0.4835357079647894,0.5115435569948609 31965,TVMSDL,gnb,cov_embedded,all,0.592402580037545,0.563376179494368 31966,TVMSDL,gnb,cov_embedded,movements,0.6278398490083692,0.5875675011187373 31967,TVMSDL,gnb,cov_embedded,none,0.5969106044075998,0.5742406957723247 31968,TVMSDL,ridge,covariance,all,0.042623501735693986,-0.3287055332644864 31969,TVMSDL,ridge,covariance,movements,0.17717918177582082,-0.3234832835771878 31970,TVMSDL,ridge,covariance,none,0.2084738433456413,-0.2986275148999189 31971,TVMSDL,ridge,precision,all,0.01776715742938323,-0.23801018324596948 31972,TVMSDL,ridge,precision,movements,0.10352026548232696,-0.43195172661119985 31973,TVMSDL,ridge,precision,none,0.10172593539414536,-0.3969816647002267 31974,TVMSDL,ridge,cov_embedded,all,0.06696307424312055,-0.24386353000718475 31975,TVMSDL,ridge,cov_embedded,movements,0.16035925085793556,-0.24225615231431707 31976,TVMSDL,ridge,cov_embedded,none,0.14644663623394039,-0.23469616001045016 31977,TVMSDL,lasso,covariance,all,0.03156117308066017,-0.1611715930076347 31978,TVMSDL,lasso,covariance,movements,0.09375609075514284,-0.1611715930076347 31979,TVMSDL,lasso,covariance,none,0.10765793166281366,-0.1611715930076347 31980,TVMSDL,lasso,precision,all,0.008092749130186844,-0.1611715930076347 31981,TVMSDL,lasso,precision,movements,-0.003938751940601032,-0.1611715930076347 31982,TVMSDL,lasso,precision,none,0.018708675643151984,-0.1611715930076347 31983,TVMSDL,lasso,cov_embedded,all,0.03405616267937017,-0.1611715930076347 31984,TVMSDL,lasso,cov_embedded,movements,0.07165654325621437,-0.1611715930076347 31985,TVMSDL,lasso,cov_embedded,none,0.09030006179590612,-0.1611715930076347 31986,TVMSDL,svr,covariance,all,0.0014141468808393787,-0.15523920734252986 31987,TVMSDL,svr,covariance,movements,0.18777975862735152,-0.1554168106052932 31988,TVMSDL,svr,covariance,none,0.15057483337395045,-0.15540781057648292 31989,TVMSDL,svr,precision,all,-0.00421765578759388,-0.1552545022912332 31990,TVMSDL,svr,precision,movements,0.1029556545526436,-0.15594318904794982 31991,TVMSDL,svr,precision,none,0.08145200587631542,-0.1560491229582225 31992,TVMSDL,svr,cov_embedded,all,0.02688082882552241,-0.15523337631891734 31993,TVMSDL,svr,cov_embedded,movements,0.18540904226334184,-0.15522045890814448 31994,TVMSDL,svr,cov_embedded,none,0.14944335184766433,-0.15489084997961503 31995,TVMSDL,svc_l1,covariance,all,0.5942374303676311,0.5806301088479648 31996,TVMSDL,svc_l1,covariance,movements,0.6725693413036034,0.6162320910986158 31997,TVMSDL,svc_l1,covariance,none,0.6607031657437863,0.5863486465725775 31998,TVMSDL,svc_l1,precision,all,0.5832936588052025,0.5548816947366795 31999,TVMSDL,svc_l1,precision,movements,0.6216587224878272,0.5676300111495455 32000,TVMSDL,svc_l1,precision,none,0.6060126148881728,0.5714598853427892 32001,TVMSDL,svc_l1,cov_embedded,all,0.5966660107918501,0.5802723141642697 32002,TVMSDL,svc_l1,cov_embedded,movements,0.6660196834107337,0.5732669639821897 32003,TVMSDL,svc_l1,cov_embedded,none,0.6492668383132129,0.5683645252185267 32004,TVMSDL,svc_l2,covariance,all,0.6035563835714896,0.5935608318698827 32005,TVMSDL,svc_l2,covariance,movements,0.6770296717085695,0.6359215254952504 32006,TVMSDL,svc_l2,covariance,none,0.6568604676131955,0.5903250756439847 32007,TVMSDL,svc_l2,precision,all,0.624529862282564,0.555922418998691 32008,TVMSDL,svc_l2,precision,movements,0.6155795429610432,0.5679477441431733 32009,TVMSDL,svc_l2,precision,none,0.6140684082038693,0.5624242331252816 32010,TVMSDL,svc_l2,cov_embedded,all,0.6153850373133913,0.5520716853962293 32011,TVMSDL,svc_l2,cov_embedded,movements,0.6923721068079365,0.5963368042248358 32012,TVMSDL,svc_l2,cov_embedded,none,0.668378959182621,0.5804007728187452 32013,TVMSDL,lr_l1,covariance,all,0.5874527690647423,0.5997571789871491 32014,TVMSDL,lr_l1,covariance,movements,0.6574177829975243,0.5785436199292866 32015,TVMSDL,lr_l1,covariance,none,0.6417072833406459,0.5813426226235626 32016,TVMSDL,lr_l1,precision,all,0.5776207012159087,0.5527857285570575 32017,TVMSDL,lr_l1,precision,movements,0.6178175809323154,0.6018025094079815 32018,TVMSDL,lr_l1,precision,none,0.6010886301296513,0.5619705960198842 32019,TVMSDL,lr_l1,cov_embedded,all,0.5880910847050371,0.5594826022104107 32020,TVMSDL,lr_l1,cov_embedded,movements,0.6553086821171773,0.5857064281348783 32021,TVMSDL,lr_l1,cov_embedded,none,0.632701353127089,0.5721295151570769 32022,TVMSDL,lr_l2,covariance,all,0.602812335952442,0.5926699841579547 32023,TVMSDL,lr_l2,covariance,movements,0.6807368563368068,0.6308552875305304 32024,TVMSDL,lr_l2,covariance,none,0.6478753311609537,0.6232258742861376 32025,TVMSDL,lr_l2,precision,all,0.6219020986000703,0.5844001627484299 32026,TVMSDL,lr_l2,precision,movements,0.6327846606468247,0.5878150655480161 32027,TVMSDL,lr_l2,precision,none,0.6466602027323757,0.5700731368322689 32028,TVMSDL,lr_l2,cov_embedded,all,0.6184187217116529,0.5811078338738193 32029,TVMSDL,lr_l2,cov_embedded,movements,0.6913281637882109,0.6232318025225483 32030,TVMSDL,lr_l2,cov_embedded,none,0.6713281138264089,0.6043032120439716 32031,TVMSDL,ridge_classifier,covariance,all,0.6134270377652681,0.5780345147996504 32032,TVMSDL,ridge_classifier,covariance,movements,0.6880371461455379,0.6362012517914027 32033,TVMSDL,ridge_classifier,covariance,none,0.6605816346068345,0.5986506291127605 32034,TVMSDL,ridge_classifier,precision,all,0.614447941265915,0.5673931684291874 32035,TVMSDL,ridge_classifier,precision,movements,0.6305325661875281,0.558194006844808 32036,TVMSDL,ridge_classifier,precision,none,0.6173867960192859,0.5558186591022451 32037,TVMSDL,ridge_classifier,cov_embedded,all,0.6192066152277114,0.5549696933639677 32038,TVMSDL,ridge_classifier,cov_embedded,movements,0.6896682144605806,0.6179077935878667 32039,TVMSDL,ridge_classifier,cov_embedded,none,0.6764292122265312,0.5961019133939571 32040,TVMSDL,gnb,covariance,all,0.5985685019579476,0.5475503007100259 32041,TVMSDL,gnb,covariance,movements,0.5430949086753774,0.514897385839301 32042,TVMSDL,gnb,covariance,none,0.5661684595005092,0.5596933877258261 32043,TVMSDL,gnb,precision,all,0.5308486386140738,0.5349920077843177 32044,TVMSDL,gnb,precision,movements,0.46004197333876756,0.5240400961780891 32045,TVMSDL,gnb,precision,none,0.4835357079647894,0.5115435569948609 32046,TVMSDL,gnb,cov_embedded,all,0.592402580037545,0.563376179494368 32047,TVMSDL,gnb,cov_embedded,movements,0.6278398490083692,0.5875675011187373 32048,TVMSDL,gnb,cov_embedded,none,0.5969106044075998,0.5742406957723247 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37551,HO,gnb,precision,all,0.5442678629086509,0.5267840034678556 37552,HO,gnb,precision,movements,0.5369995341440468,0.5393312504663571 37553,HO,gnb,precision,none,0.49038810945954553,0.5457852871007502 37554,HO,gnb,cov_embedded,all,0.5794994715656282,0.5771259140347866 37555,HO,gnb,cov_embedded,movements,0.6429765906752706,0.581887997458524 37556,HO,gnb,cov_embedded,none,0.5622601928131915,0.5792365809736708 37557,HO,ridge,covariance,all,0.21921925275796256,-0.23129504633162953 37558,HO,ridge,covariance,movements,0.25354731844335854,-0.24649385897174678 37559,HO,ridge,covariance,none,0.23650556944907042,-0.27280391189285347 37560,HO,ridge,precision,all,0.11589037033839455,-0.16486900603420712 37561,HO,ridge,precision,movements,0.32464345783265675,-0.23880283832010793 37562,HO,ridge,precision,none,0.33701438851381305,-0.23035055736221724 37563,HO,ridge,cov_embedded,all,0.182424288187311,-0.20307677991002593 37564,HO,ridge,cov_embedded,movements,0.2430278414537541,-0.27004901218719 37565,HO,ridge,cov_embedded,none,0.1617481682378149,-0.24258449120161227 37566,HO,lasso,covariance,all,0.043028698150377326,-0.1611715930076347 37567,HO,lasso,covariance,movements,0.15905809374979396,-0.1611715930076347 37568,HO,lasso,covariance,none,0.17178271339311968,-0.1611715930076347 37569,HO,lasso,precision,all,0.2542046726379437,-0.1611715930076347 37570,HO,lasso,precision,movements,0.1803543462765546,-0.1611715930076347 37571,HO,lasso,precision,none,0.0015595073028593642,-0.1611715930076347 37572,HO,lasso,cov_embedded,all,0.07390211991752203,-0.1611715930076347 37573,HO,lasso,cov_embedded,movements,0.03182104801157913,-0.1611715930076347 37574,HO,lasso,cov_embedded,none,0.12846674573685596,-0.1611715930076347 37575,HO,svr,covariance,all,0.10273969859556595,-0.15526552957078935 37576,HO,svr,covariance,movements,0.24842232147317966,-0.1551527758043356 37577,HO,svr,covariance,none,0.2757382995546972,-0.15524364701562807 37578,HO,svr,precision,all,0.09716066453450069,-0.15533276401075044 37579,HO,svr,precision,movements,0.3048977326708539,-0.15558742157677394 37580,HO,svr,precision,none,0.26774971348020915,-0.15571593600720632 37581,HO,svr,cov_embedded,all,0.11732807606104229,-0.15525050963557338 37582,HO,svr,cov_embedded,movements,0.21358664278553985,-0.15526095159458694 37583,HO,svr,cov_embedded,none,0.1623764742977164,-0.15520980196454723