Random forest Gini importance favours SNPs with large minor allele frequency : impact, sources and recommendations
Abstract. The use of random forests is increasingly common in genetic association studies. The variable importance measure (VIM) that is automatically calculat
Gespeichert in:
| Autor*in: |
Boulesteix, Anne-Laure - 1979- [verfasserIn] Lorenzo Bermejo, Justo - 1972- [verfasserIn] |
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| Format: |
E-Artikel |
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| Sprache: |
Englisch |
| Erschienen: |
2012 |
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| Anmerkung: |
Published online: 10 September 2011 Gesehen am 08.05.2018 |
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| Umfang: |
13 |
| Übergeordnetes Werk: |
Enthalten in: Briefings in bioinformatics - Oxford [u.a.] : Oxford University Press, 2000, 13(2012), 3, Seite 292-304 |
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| Übergeordnetes Werk: |
volume:13 ; year:2012 ; number:3 ; pages:292-304 ; extent:13 |
| Links: |
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| DOI / URN: |
10.1093/bib/bbr053 |
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| Katalog-ID: |
1574274198 |
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| 245 | 1 | 0 | |a Random forest Gini importance favours SNPs with large minor allele frequency |b impact, sources and recommendations |c Anne-Laure Boulesteix, Andreas Bender, Justo Lorenzo Bermejo, Carolin Strobl |
| 264 | 1 | |c 2012 | |
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| 520 | |a Abstract. The use of random forests is increasingly common in genetic association studies. The variable importance measure (VIM) that is automatically calculat | ||
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| 912 | |a GBV_ILN_150 | ||
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| 912 | |a GBV_ILN_161 | ||
| 912 | |a GBV_ILN_170 | ||
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| 912 | |a GBV_ILN_224 | ||
| 912 | |a GBV_ILN_230 | ||
| 912 | |a GBV_ILN_285 | ||
| 912 | |a GBV_ILN_293 | ||
| 912 | |a GBV_ILN_370 | ||
| 912 | |a GBV_ILN_374 | ||
| 912 | |a GBV_ILN_602 | ||
| 912 | |a GBV_ILN_636 | ||
| 912 | |a GBV_ILN_647 | ||
| 912 | |a GBV_ILN_702 | ||
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| 912 | |a GBV_ILN_2018 | ||
| 912 | |a GBV_ILN_2020 | ||
| 912 | |a GBV_ILN_2021 | ||
| 912 | |a GBV_ILN_2025 | ||
| 912 | |a GBV_ILN_2026 | ||
| 912 | |a GBV_ILN_2027 | ||
| 912 | |a GBV_ILN_2031 | ||
| 912 | |a GBV_ILN_2034 | ||
| 912 | |a GBV_ILN_2037 | ||
| 912 | |a GBV_ILN_2038 | ||
| 912 | |a GBV_ILN_2039 | ||
| 912 | |a GBV_ILN_2043 | ||
| 912 | |a GBV_ILN_2044 | ||
| 912 | |a GBV_ILN_2048 | ||
| 912 | |a GBV_ILN_2049 | ||
| 912 | |a GBV_ILN_2050 | ||
| 912 | |a GBV_ILN_2055 | ||
| 912 | |a GBV_ILN_2056 | ||
| 912 | |a GBV_ILN_2057 | ||
| 912 | |a GBV_ILN_2059 | ||
| 912 | |a GBV_ILN_2061 | ||
| 912 | |a GBV_ILN_2064 | ||
| 912 | |a GBV_ILN_2065 | ||
| 912 | |a GBV_ILN_2068 | ||
| 912 | |a GBV_ILN_2070 | ||
| 912 | |a GBV_ILN_2088 | ||
| 912 | |a GBV_ILN_2093 | ||
| 912 | |a GBV_ILN_2098 | ||
| 912 | |a GBV_ILN_2106 | ||
| 912 | |a GBV_ILN_2107 | ||
| 912 | |a GBV_ILN_2108 | ||
| 912 | |a GBV_ILN_2110 | ||
| 912 | |a GBV_ILN_2111 | ||
| 912 | |a GBV_ILN_2112 | ||
| 912 | |a GBV_ILN_2113 | ||
| 912 | |a GBV_ILN_2116 | ||
| 912 | |a GBV_ILN_2118 | ||
| 912 | |a GBV_ILN_2122 | ||
| 912 | |a GBV_ILN_2129 | ||
| 912 | |a GBV_ILN_2143 | ||
| 912 | |a GBV_ILN_2145 | ||
| 912 | |a GBV_ILN_2147 | ||
| 912 | |a GBV_ILN_2148 | ||
| 912 | |a GBV_ILN_2152 | ||
| 912 | |a GBV_ILN_2153 | ||
| 912 | |a GBV_ILN_2158 | ||
| 912 | |a GBV_ILN_2188 | ||
| 912 | |a GBV_ILN_2190 | ||
| 912 | |a GBV_ILN_2232 | ||
| 912 | |a GBV_ILN_2336 | ||
| 912 | |a GBV_ILN_2446 | ||
| 912 | |a GBV_ILN_2470 | ||
| 912 | |a GBV_ILN_2472 | ||
| 912 | |a GBV_ILN_2507 | ||
| 912 | |a GBV_ILN_2522 | ||
| 912 | |a GBV_ILN_2548 | ||
| 912 | |a GBV_ILN_2810 | ||
| 912 | |a GBV_ILN_4012 | ||
| 912 | |a GBV_ILN_4035 | ||
| 912 | |a GBV_ILN_4037 | ||
| 912 | |a GBV_ILN_4046 | ||
| 912 | |a GBV_ILN_4112 | ||
| 912 | |a GBV_ILN_4125 | ||
| 912 | |a GBV_ILN_4126 | ||
| 912 | |a GBV_ILN_4242 | ||
| 912 | |a GBV_ILN_4246 | ||
| 912 | |a GBV_ILN_4249 | ||
| 912 | |a GBV_ILN_4251 | ||
| 912 | |a GBV_ILN_4277 | ||
| 912 | |a GBV_ILN_4305 | ||
| 912 | |a GBV_ILN_4306 | ||
| 912 | |a GBV_ILN_4307 | ||
| 912 | |a GBV_ILN_4313 | ||
| 912 | |a GBV_ILN_4322 | ||
| 912 | |a GBV_ILN_4323 | ||
| 912 | |a GBV_ILN_4324 | ||
| 912 | |a GBV_ILN_4325 | ||
| 912 | |a GBV_ILN_4326 | ||
| 912 | |a GBV_ILN_4328 | ||
| 912 | |a GBV_ILN_4333 | ||
| 912 | |a GBV_ILN_4335 | ||
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| 912 | |a GBV_ILN_4338 | ||
| 912 | |a GBV_ILN_4346 | ||
| 912 | |a GBV_ILN_4367 | ||
| 912 | |a GBV_ILN_4392 | ||
| 912 | |a GBV_ILN_4393 | ||
| 912 | |a GBV_ILN_4700 | ||
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| 912 | |a GBV_ILN_2403 | ||
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10.1093/bib/bbr053 doi (DE-627)1574274198 (DE-576)504274198 (DE-599)BSZ504274198 (OCoLC)1341009428 DE-627 ger DE-627 rda eng Boulesteix, Anne-Laure 1979- verfasserin (DE-588)129929328 (DE-627)484457810 (DE-576)297907573 aut Random forest Gini importance favours SNPs with large minor allele frequency impact, sources and recommendations Anne-Laure Boulesteix, Andreas Bender, Justo Lorenzo Bermejo, Carolin Strobl 2012 13 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Published online: 10 September 2011 Gesehen am 08.05.2018 Abstract. The use of random forests is increasingly common in genetic association studies. The variable importance measure (VIM) that is automatically calculat Lorenzo Bermejo, Justo 1972- verfasserin (DE-588)124754619 (DE-627)706705572 (DE-576)294483632 aut Enthalten in Briefings in bioinformatics Oxford [u.a.] : Oxford University Press, 2000 13(2012), 3, Seite 292-304 Online-Ressource (DE-627)325359237 (DE-600)2036055-1 (DE-576)099210959 1477-4054 nnns volume:13 year:2012 number:3 pages:292-304 extent:13 http://dx.doi.org/10.1093/bib/bbr053 Verlag Resolving-System kostenfrei Volltext https://academic.oup.com/bib/article/13/3/292/245896 Verlag kostenfrei Volltext GBV_USEFLAG_U GBV_ILN_2013 ISIL_DE-16-250 SYSFLAG_1 GBV_KXP GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_101 GBV_ILN_105 GBV_ILN_110 GBV_ILN_120 GBV_ILN_121 GBV_ILN_138 GBV_ILN_150 GBV_ILN_151 GBV_ILN_152 GBV_ILN_161 GBV_ILN_170 GBV_ILN_171 GBV_ILN_187 GBV_ILN_206 GBV_ILN_211 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_374 GBV_ILN_602 GBV_ILN_636 GBV_ILN_647 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2018 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2031 GBV_ILN_2034 GBV_ILN_2037 GBV_ILN_2038 GBV_ILN_2039 GBV_ILN_2043 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2057 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2065 GBV_ILN_2068 GBV_ILN_2070 GBV_ILN_2088 GBV_ILN_2093 GBV_ILN_2098 GBV_ILN_2106 GBV_ILN_2107 GBV_ILN_2108 GBV_ILN_2110 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2116 GBV_ILN_2118 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2145 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2158 GBV_ILN_2188 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2446 GBV_ILN_2470 GBV_ILN_2472 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_2548 GBV_ILN_2810 GBV_ILN_4012 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4046 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4246 GBV_ILN_4249 GBV_ILN_4251 GBV_ILN_4277 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4328 GBV_ILN_4333 GBV_ILN_4335 GBV_ILN_4336 GBV_ILN_4338 GBV_ILN_4346 GBV_ILN_4367 GBV_ILN_4392 GBV_ILN_4393 GBV_ILN_4700 GBV_ILN_4753 GBV_ILN_2403 GBV_ILN_2403 ISIL_DE-LFER AR 13 2012 3 292-304 13 2013 01 DE-16-250 3008538673 00 --%%-- --%%-- --%%-- --%%-- l01 08-05-18 2403 01 DE-LFER 3009694210 00 --%%-- --%%-- n --%%-- l01 17-05-18 2403 01 DE-LFER http://dx.doi.org/10.1093/bib/bbr053 2013 01 DE-16-250 00 s hd2012 2013 01 DE-16-250 01 s (DE-627)1410508463 wissenschaftlicher Artikel (Zeitschrift) 2013 01 DE-16-250 02 s per_4 2013 01 DE-16-250 03 s s_13 2013 01 DE-16-250 04 p (DE-627)1462354653 Lorenzo Bermejo, Justo 2013 01 DE-16-250 04 k (DE-627)1416741593 Institut für Medizinische Biometrie und Informatik 2013 01 DE-16-250 04 s (DE-627)1410501914 Verfasser 2013 01 DE-16-250 04 s pos_3 |
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10.1093/bib/bbr053 doi (DE-627)1574274198 (DE-576)504274198 (DE-599)BSZ504274198 (OCoLC)1341009428 DE-627 ger DE-627 rda eng Boulesteix, Anne-Laure 1979- verfasserin (DE-588)129929328 (DE-627)484457810 (DE-576)297907573 aut Random forest Gini importance favours SNPs with large minor allele frequency impact, sources and recommendations Anne-Laure Boulesteix, Andreas Bender, Justo Lorenzo Bermejo, Carolin Strobl 2012 13 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Published online: 10 September 2011 Gesehen am 08.05.2018 Abstract. The use of random forests is increasingly common in genetic association studies. The variable importance measure (VIM) that is automatically calculat Lorenzo Bermejo, Justo 1972- verfasserin (DE-588)124754619 (DE-627)706705572 (DE-576)294483632 aut Enthalten in Briefings in bioinformatics Oxford [u.a.] : Oxford University Press, 2000 13(2012), 3, Seite 292-304 Online-Ressource (DE-627)325359237 (DE-600)2036055-1 (DE-576)099210959 1477-4054 nnns volume:13 year:2012 number:3 pages:292-304 extent:13 http://dx.doi.org/10.1093/bib/bbr053 Verlag Resolving-System kostenfrei Volltext https://academic.oup.com/bib/article/13/3/292/245896 Verlag kostenfrei Volltext GBV_USEFLAG_U GBV_ILN_2013 ISIL_DE-16-250 SYSFLAG_1 GBV_KXP GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_101 GBV_ILN_105 GBV_ILN_110 GBV_ILN_120 GBV_ILN_121 GBV_ILN_138 GBV_ILN_150 GBV_ILN_151 GBV_ILN_152 GBV_ILN_161 GBV_ILN_170 GBV_ILN_171 GBV_ILN_187 GBV_ILN_206 GBV_ILN_211 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_374 GBV_ILN_602 GBV_ILN_636 GBV_ILN_647 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2018 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2031 GBV_ILN_2034 GBV_ILN_2037 GBV_ILN_2038 GBV_ILN_2039 GBV_ILN_2043 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2057 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2065 GBV_ILN_2068 GBV_ILN_2070 GBV_ILN_2088 GBV_ILN_2093 GBV_ILN_2098 GBV_ILN_2106 GBV_ILN_2107 GBV_ILN_2108 GBV_ILN_2110 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2116 GBV_ILN_2118 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2145 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2158 GBV_ILN_2188 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2446 GBV_ILN_2470 GBV_ILN_2472 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_2548 GBV_ILN_2810 GBV_ILN_4012 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4046 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4246 GBV_ILN_4249 GBV_ILN_4251 GBV_ILN_4277 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4328 GBV_ILN_4333 GBV_ILN_4335 GBV_ILN_4336 GBV_ILN_4338 GBV_ILN_4346 GBV_ILN_4367 GBV_ILN_4392 GBV_ILN_4393 GBV_ILN_4700 GBV_ILN_4753 GBV_ILN_2403 GBV_ILN_2403 ISIL_DE-LFER AR 13 2012 3 292-304 13 2013 01 DE-16-250 3008538673 00 --%%-- --%%-- --%%-- --%%-- l01 08-05-18 2403 01 DE-LFER 3009694210 00 --%%-- --%%-- n --%%-- l01 17-05-18 2403 01 DE-LFER http://dx.doi.org/10.1093/bib/bbr053 2013 01 DE-16-250 00 s hd2012 2013 01 DE-16-250 01 s (DE-627)1410508463 wissenschaftlicher Artikel (Zeitschrift) 2013 01 DE-16-250 02 s per_4 2013 01 DE-16-250 03 s s_13 2013 01 DE-16-250 04 p (DE-627)1462354653 Lorenzo Bermejo, Justo 2013 01 DE-16-250 04 k (DE-627)1416741593 Institut für Medizinische Biometrie und Informatik 2013 01 DE-16-250 04 s (DE-627)1410501914 Verfasser 2013 01 DE-16-250 04 s pos_3 |
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10.1093/bib/bbr053 doi (DE-627)1574274198 (DE-576)504274198 (DE-599)BSZ504274198 (OCoLC)1341009428 DE-627 ger DE-627 rda eng Boulesteix, Anne-Laure 1979- verfasserin (DE-588)129929328 (DE-627)484457810 (DE-576)297907573 aut Random forest Gini importance favours SNPs with large minor allele frequency impact, sources and recommendations Anne-Laure Boulesteix, Andreas Bender, Justo Lorenzo Bermejo, Carolin Strobl 2012 13 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Published online: 10 September 2011 Gesehen am 08.05.2018 Abstract. The use of random forests is increasingly common in genetic association studies. The variable importance measure (VIM) that is automatically calculat Lorenzo Bermejo, Justo 1972- verfasserin (DE-588)124754619 (DE-627)706705572 (DE-576)294483632 aut Enthalten in Briefings in bioinformatics Oxford [u.a.] : Oxford University Press, 2000 13(2012), 3, Seite 292-304 Online-Ressource (DE-627)325359237 (DE-600)2036055-1 (DE-576)099210959 1477-4054 nnns volume:13 year:2012 number:3 pages:292-304 extent:13 http://dx.doi.org/10.1093/bib/bbr053 Verlag Resolving-System kostenfrei Volltext https://academic.oup.com/bib/article/13/3/292/245896 Verlag kostenfrei Volltext GBV_USEFLAG_U GBV_ILN_2013 ISIL_DE-16-250 SYSFLAG_1 GBV_KXP GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_101 GBV_ILN_105 GBV_ILN_110 GBV_ILN_120 GBV_ILN_121 GBV_ILN_138 GBV_ILN_150 GBV_ILN_151 GBV_ILN_152 GBV_ILN_161 GBV_ILN_170 GBV_ILN_171 GBV_ILN_187 GBV_ILN_206 GBV_ILN_211 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_374 GBV_ILN_602 GBV_ILN_636 GBV_ILN_647 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2018 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2031 GBV_ILN_2034 GBV_ILN_2037 GBV_ILN_2038 GBV_ILN_2039 GBV_ILN_2043 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2057 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2065 GBV_ILN_2068 GBV_ILN_2070 GBV_ILN_2088 GBV_ILN_2093 GBV_ILN_2098 GBV_ILN_2106 GBV_ILN_2107 GBV_ILN_2108 GBV_ILN_2110 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2116 GBV_ILN_2118 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2145 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2158 GBV_ILN_2188 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2446 GBV_ILN_2470 GBV_ILN_2472 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_2548 GBV_ILN_2810 GBV_ILN_4012 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4046 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4246 GBV_ILN_4249 GBV_ILN_4251 GBV_ILN_4277 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4328 GBV_ILN_4333 GBV_ILN_4335 GBV_ILN_4336 GBV_ILN_4338 GBV_ILN_4346 GBV_ILN_4367 GBV_ILN_4392 GBV_ILN_4393 GBV_ILN_4700 GBV_ILN_4753 GBV_ILN_2403 GBV_ILN_2403 ISIL_DE-LFER AR 13 2012 3 292-304 13 2013 01 DE-16-250 3008538673 00 --%%-- --%%-- --%%-- --%%-- l01 08-05-18 2403 01 DE-LFER 3009694210 00 --%%-- --%%-- n --%%-- l01 17-05-18 2403 01 DE-LFER http://dx.doi.org/10.1093/bib/bbr053 2013 01 DE-16-250 00 s hd2012 2013 01 DE-16-250 01 s (DE-627)1410508463 wissenschaftlicher Artikel (Zeitschrift) 2013 01 DE-16-250 02 s per_4 2013 01 DE-16-250 03 s s_13 2013 01 DE-16-250 04 p (DE-627)1462354653 Lorenzo Bermejo, Justo 2013 01 DE-16-250 04 k (DE-627)1416741593 Institut für Medizinische Biometrie und Informatik 2013 01 DE-16-250 04 s (DE-627)1410501914 Verfasser 2013 01 DE-16-250 04 s pos_3 |
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10.1093/bib/bbr053 doi (DE-627)1574274198 (DE-576)504274198 (DE-599)BSZ504274198 (OCoLC)1341009428 DE-627 ger DE-627 rda eng Boulesteix, Anne-Laure 1979- verfasserin (DE-588)129929328 (DE-627)484457810 (DE-576)297907573 aut Random forest Gini importance favours SNPs with large minor allele frequency impact, sources and recommendations Anne-Laure Boulesteix, Andreas Bender, Justo Lorenzo Bermejo, Carolin Strobl 2012 13 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Published online: 10 September 2011 Gesehen am 08.05.2018 Abstract. The use of random forests is increasingly common in genetic association studies. The variable importance measure (VIM) that is automatically calculat Lorenzo Bermejo, Justo 1972- verfasserin (DE-588)124754619 (DE-627)706705572 (DE-576)294483632 aut Enthalten in Briefings in bioinformatics Oxford [u.a.] : Oxford University Press, 2000 13(2012), 3, Seite 292-304 Online-Ressource (DE-627)325359237 (DE-600)2036055-1 (DE-576)099210959 1477-4054 nnns volume:13 year:2012 number:3 pages:292-304 extent:13 http://dx.doi.org/10.1093/bib/bbr053 Verlag Resolving-System kostenfrei Volltext https://academic.oup.com/bib/article/13/3/292/245896 Verlag kostenfrei Volltext GBV_USEFLAG_U GBV_ILN_2013 ISIL_DE-16-250 SYSFLAG_1 GBV_KXP GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_32 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_74 GBV_ILN_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_101 GBV_ILN_105 GBV_ILN_110 GBV_ILN_120 GBV_ILN_121 GBV_ILN_138 GBV_ILN_150 GBV_ILN_151 GBV_ILN_152 GBV_ILN_161 GBV_ILN_170 GBV_ILN_171 GBV_ILN_187 GBV_ILN_206 GBV_ILN_211 GBV_ILN_213 GBV_ILN_224 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_374 GBV_ILN_602 GBV_ILN_636 GBV_ILN_647 GBV_ILN_702 GBV_ILN_2001 GBV_ILN_2003 GBV_ILN_2004 GBV_ILN_2005 GBV_ILN_2006 GBV_ILN_2007 GBV_ILN_2008 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2011 GBV_ILN_2014 GBV_ILN_2015 GBV_ILN_2018 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2025 GBV_ILN_2026 GBV_ILN_2027 GBV_ILN_2031 GBV_ILN_2034 GBV_ILN_2037 GBV_ILN_2038 GBV_ILN_2039 GBV_ILN_2043 GBV_ILN_2044 GBV_ILN_2048 GBV_ILN_2049 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2056 GBV_ILN_2057 GBV_ILN_2059 GBV_ILN_2061 GBV_ILN_2064 GBV_ILN_2065 GBV_ILN_2068 GBV_ILN_2070 GBV_ILN_2088 GBV_ILN_2093 GBV_ILN_2098 GBV_ILN_2106 GBV_ILN_2107 GBV_ILN_2108 GBV_ILN_2110 GBV_ILN_2111 GBV_ILN_2112 GBV_ILN_2113 GBV_ILN_2116 GBV_ILN_2118 GBV_ILN_2122 GBV_ILN_2129 GBV_ILN_2143 GBV_ILN_2145 GBV_ILN_2147 GBV_ILN_2148 GBV_ILN_2152 GBV_ILN_2153 GBV_ILN_2158 GBV_ILN_2188 GBV_ILN_2190 GBV_ILN_2232 GBV_ILN_2336 GBV_ILN_2446 GBV_ILN_2470 GBV_ILN_2472 GBV_ILN_2507 GBV_ILN_2522 GBV_ILN_2548 GBV_ILN_2810 GBV_ILN_4012 GBV_ILN_4035 GBV_ILN_4037 GBV_ILN_4046 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4242 GBV_ILN_4246 GBV_ILN_4249 GBV_ILN_4251 GBV_ILN_4277 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4328 GBV_ILN_4333 GBV_ILN_4335 GBV_ILN_4336 GBV_ILN_4338 GBV_ILN_4346 GBV_ILN_4367 GBV_ILN_4392 GBV_ILN_4393 GBV_ILN_4700 GBV_ILN_4753 GBV_ILN_2403 GBV_ILN_2403 ISIL_DE-LFER AR 13 2012 3 292-304 13 2013 01 DE-16-250 3008538673 00 --%%-- --%%-- --%%-- --%%-- l01 08-05-18 2403 01 DE-LFER 3009694210 00 --%%-- --%%-- n --%%-- l01 17-05-18 2403 01 DE-LFER http://dx.doi.org/10.1093/bib/bbr053 2013 01 DE-16-250 00 s hd2012 2013 01 DE-16-250 01 s (DE-627)1410508463 wissenschaftlicher Artikel (Zeitschrift) 2013 01 DE-16-250 02 s per_4 2013 01 DE-16-250 03 s s_13 2013 01 DE-16-250 04 p (DE-627)1462354653 Lorenzo Bermejo, Justo 2013 01 DE-16-250 04 k (DE-627)1416741593 Institut für Medizinische Biometrie und Informatik 2013 01 DE-16-250 04 s (DE-627)1410501914 Verfasser 2013 01 DE-16-250 04 s pos_3 |
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Random forest Gini importance favours SNPs with large minor allele frequency impact, sources and recommendations Anne-Laure Boulesteix, Andreas Bender, Justo Lorenzo Bermejo, Carolin Strobl |
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Random forest Gini importance favours SNPs with large minor allele frequency impact, sources and recommendations |
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Abstract. The use of random forests is increasingly common in genetic association studies. The variable importance measure (VIM) that is automatically calculat Published online: 10 September 2011 Gesehen am 08.05.2018 |
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Abstract. The use of random forests is increasingly common in genetic association studies. The variable importance measure (VIM) that is automatically calculat Published online: 10 September 2011 Gesehen am 08.05.2018 |
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Abstract. The use of random forests is increasingly common in genetic association studies. The variable importance measure (VIM) that is automatically calculat Published online: 10 September 2011 Gesehen am 08.05.2018 |
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3 |
| title_short |
Random forest Gini importance favours SNPs with large minor allele frequency |
| url |
http://dx.doi.org/10.1093/bib/bbr053 https://academic.oup.com/bib/article/13/3/292/245896 |
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Lorenzo Bermejo, Justo 1972- |
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Boulesteix, Anne-Laure Isabeau Boulesteix, Anne-Laure Bermejo Lorenzo, Justo Bermejo, Justo L. Lorenzo Bermejo, J. Bermejo, Justo Lorenzo Bermejo, J. L. Lorenzo, Justo Bermejo Bermejo, J. Lorenzo Lorenzo-Bermejo, Justo Lorenzo Bermejo, Justo |
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Boulesteix, Anne-Laure Isabeau Boulesteix, Anne-Laure Bermejo Lorenzo, Justo Bermejo, Justo L. Lorenzo Bermejo, J. Bermejo, Justo Lorenzo Bermejo, J. L. Lorenzo, Justo Bermejo Bermejo, J. Lorenzo Lorenzo-Bermejo, Justo Lorenzo Bermejo, Justo |
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Boulesteix, Anne-Laure Isabeau Boulesteix, Anne-Laure Bermejo Lorenzo, Justo Bermejo, Justo L. Lorenzo Bermejo, J. Bermejo, Justo Lorenzo Bermejo, J. L. Lorenzo, Justo Bermejo Bermejo, J. Lorenzo Lorenzo-Bermejo, Justo Lorenzo Bermejo, Justo |
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10.1093/bib/bbr053 |
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--%%-- |
| up_date |
2024-07-04T22:24:43.782Z |
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1803689010171740160 |
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