-
2
-
-
0033931867
-
Assessing the accuracy of prediction algorithms for classification: An overview
-
Baldi P, Brunak S, Chauvin Y, Andersen CAF, Nielsen H (2000) Assessing the accuracy of prediction algorithms for classification: An overview. Bioinformatics 16: 412-424.
-
(2000)
Bioinformatics
, vol.16
, pp. 412-424
-
-
Baldi, P.1
Brunak, S.2
Chauvin, Y.3
Andersen, C.A.F.4
Nielsen, H.5
-
3
-
-
0031255580
-
Selecting and interpreting measures of thematic classification accuracy
-
Stehman SV (1997) Selecting and interpreting measures of thematic classification accuracy. Remote Sensing of Environment 62: 77-89.
-
(1997)
Remote Sensing of Environment
, vol.62
, pp. 77-89
-
-
Stehman, S.V.1
-
5
-
-
33646023117
-
An introduction to ROC analysis
-
Fawcett T (2006) An introduction to ROC analysis. Pattern Recognition Letters 27: 861-874.
-
(2006)
Pattern Recognition Letters
, vol.27
, pp. 861-874
-
-
Fawcett, T.1
-
6
-
-
38949161848
-
AUC: A misleading measure of the performance of predictive distribution models
-
Lobo JM, Jiménez-Valverde A, Real R (2008) AUC: A misleading measure of the performance of predictive distribution models. Global Ecology and Biogeography 17: 145-151.
-
(2008)
Global Ecology and Biogeography
, vol.17
, pp. 145-151
-
-
Lobo, J.M.1
Jiménez-Valverde, A.2
Real, R.3
-
7
-
-
33749249600
-
The relationship between Precision-Recall and ROC curves
-
New York, NY, USA: ACM
-
Davis J, Goadrich M (2006) The relationship between Precision-Recall and ROC curves. In: ICML '06: Proceedings of the 23rd international conference on Machine learning. New York, NY, USA: ACM, 233-240. doi: Http://dx.doi. org/10.1145/1143844.1143874. URL http://dx.doi.org/10.1145/1143844. 1143874.
-
(2006)
ICML '06: Proceedings of the 23rd International Conference on Machine Learning
, pp. 233-240
-
-
Davis, J.1
Goadrich, M.2
-
8
-
-
34547844158
-
Supervised reconstruction of biological networks with local models
-
Bleakley K, Biau G, Vert JP (2007) Supervised reconstruction of biological networks with local models. Bioinformatics 23: I57-i65.
-
(2007)
Bioinformatics
, vol.23
, pp. i57-i65
-
-
Bleakley, K.1
Biau, G.2
Vert, J.P.3
-
9
-
-
33745771503
-
A geometric interpretation of R-precision and its correlation with average precision
-
New York, NY, USA: ACM, SIGIR '05
-
Aslam JA, Yilmaz E, Pavlu V (2005) A geometric interpretation of R-precision and its correlation with average precision. In: Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval. New York, NY, USA: ACM, SIGIR '05, 573-574. doi: 10.1145/1076034.1076134. URL http://doi.acm.org/10.1145/1076034. 1076134.
-
(2005)
Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval
, pp. 573-574
-
-
Aslam, J.A.1
Yilmaz, E.2
Pavlu, V.3
-
11
-
-
77956176074
-
Detecting object boundaries using low-, mid-, and high-level information
-
Zheng S, Yuille A, Tu Z (2010) Detecting object boundaries using low-, mid-, and high-level information. Computer Vision and Image Understanding 114: 1055-1067.
-
(2010)
Computer Vision and Image Understanding
, vol.114
, pp. 1055-1067
-
-
Zheng, S.1
Yuille, A.2
Tu, Z.3
-
12
-
-
42149137369
-
Accurate splice site prediction using support vector machines
-
Sonnenburg S, Schweikert G, Philips P, Behr J, Ratsch G (2007) Accurate splice site prediction using support vector machines. BMC Bioinformatics 8: S7.
-
(2007)
BMC Bioinformatics
, vol.8
, pp. S7
-
-
Sonnenburg, S.1
Schweikert, G.2
Philips, P.3
Behr, J.4
Ratsch, G.5
-
13
-
-
74049088856
-
Lost in translation: An assessment and perspective for computational microRNA target identification
-
Alexiou P, Maragkakis M, Papadopoulos GL, Reczko M, Hatzigeorgiou AG (2009) Lost in translation: An assessment and perspective for computational microRNA target identification. Bioinformatics 25: 3049-3055.
-
(2009)
Bioinformatics
, vol.25
, pp. 3049-3055
-
-
Alexiou, P.1
Maragkakis, M.2
Papadopoulos, G.L.3
Reczko, M.4
Hatzigeorgiou, A.G.5
-
15
-
-
35648950495
-
Evaluation of rule interestingness measures in medical knowledge discovery in databases
-
Ohsaki M, Abe H, Tsumoto S, Yokoi H, Yamaguchi T (2007) Evaluation of rule interestingness measures in medical knowledge discovery in databases. Artificial Intelligence in Medicine 41: 177-196.
-
(2007)
Artificial Intelligence in Medicine
, vol.41
, pp. 177-196
-
-
Ohsaki, M.1
Abe, H.2
Tsumoto, S.3
Yokoi, H.4
Yamaguchi, T.5
-
17
-
-
84863337641
-
May all your wishes come true: A study of wishes and how to recognize them
-
Stroudsburg, PA, USA: Association for Computational Linguistics, NAACL '09
-
Goldberg AB, Fillmore N, Andrzejewski D, Xu Z, Gibson B, et al. (2009) May all your wishes come true: A study of wishes and how to recognize them. In: Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics. Stroudsburg, PA, USA: Association for Computational Linguistics, NAACL '09, 263-271. URL http://dl.acm.org/citation.cfm?id = 1620754. 1620793.
-
(2009)
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
, pp. 263-271
-
-
Goldberg, A.B.1
Fillmore, N.2
Andrzejewski, D.3
Xu, Z.4
Gibson, B.5
-
19
-
-
3042525106
-
Learning to detect natural image boundaries using local brightness, color, and texture cues
-
Martin D, Fowlkes C, Malik J (2004) Learning to detect natural image boundaries using local brightness, color, and texture cues. Pattern Analysis and Machine Intelligence, IEEE Transactions on 26: 530-549.
-
(2004)
Pattern Analysis and Machine Intelligence, IEEE Transactions on
, vol.26
, pp. 530-549
-
-
Martin, D.1
Fowlkes, C.2
Malik, J.3
-
20
-
-
84890024582
-
A general approach for discriminative de novo motif discovery from high-throughput data
-
Grau J, Posch S, Grosse I, Keilwagen J (2013) A general approach for discriminative de novo motif discovery from high-throughput data. Nucleic Acids Research 41: E197.
-
(2013)
Nucleic Acids Research
, vol.41
, pp. e197
-
-
Grau, J.1
Posch, S.2
Grosse, I.3
Keilwagen, J.4
-
21
-
-
0034659898
-
Genomics, gene expression and DNA arrays
-
Lockhart DJ, Winzeler EA (2000) Genomics, gene expression and DNA arrays. Nature 405: 827-836.
-
(2000)
Nature
, vol.405
, pp. 827-836
-
-
Lockhart, D.J.1
Winzeler, E.A.2
-
22
-
-
2442441507
-
Maximum entropy modeling of short sequence motifs with applications to RNA splicing signals
-
Yeo G, Burge CB (2004) Maximum Entropy Modeling of Short Sequence Motifs with Applications to RNA Splicing Signals. Journal of Computational Biology 11: 377-394.
-
(2004)
Journal of Computational Biology
, vol.11
, pp. 377-394
-
-
Yeo, G.1
Burge, C.B.2
-
23
-
-
77951202509
-
-
In: Hinneburg A, editor, LWA: Lernen - Wissen - Adaption.
-
Keilwagen J, Grau J, Posch S, Grosse I (2007) Recognition of splice sites using maximum conditional likelihood. In: Hinneburg A, editor, LWA: Lernen - Wissen - Adaption. 67-72.
-
(2007)
Recognition of Splice Sites Using Maximum Conditional Likelihood
, pp. 67-72
-
-
Keilwagen, J.1
Grau, J.2
Posch, S.3
Grosse, I.4
-
25
-
-
84886486483
-
Area under the precision-recall curve: Point estimates and confi-dence intervals
-
In: Blockeel H, Kersting K, Nijssen S, Z ? elezný F, editors, Springer Berlin Heidelberg, of Lecture Notes in Computer Science.
-
Boyd K, Eng K, Page C (2013) Area under the precision-recall curve: Point estimates and confi-dence intervals. In: Blockeel H, Kersting K, Nijssen S, Z ? elezný F, editors, Machine Learning and Knowledge Discovery in Databases, Springer Berlin Heidelberg, volume 8190 of Lecture Notes in Computer Science. 451-466.
-
(2013)
Machine Learning and Knowledge Discovery in Databases
, vol.8190
, pp. 451-466
-
-
Boyd, K.1
Eng, K.2
Page, C.3
-
26
-
-
84867122322
-
Unachievable region in precisionrecall space and its effect on empirical evaluation
-
icml.cc/Omnipress
-
Boyd K, Davis J, Page D, Costa VS (2012) Unachievable region in precisionrecall space and its effect on empirical evaluation. In: ICML. icml.cc/Omnipress.
-
(2012)
ICML
-
-
Boyd, K.1
Davis, J.2
Page, D.3
Costa, V.S.4
-
27
-
-
84873594686
-
Evaluation of methods for modeling transcription factor sequence specificity
-
Weirauch MT, Cote A, Norel R, Annala M, Zhao Y, et al. (2013) Evaluation of methods for modeling transcription factor sequence specificity. Nature Biotechnology 31: 126-134.
-
(2013)
Nature Biotechnology
, vol.31
, pp. 126-134
-
-
Weirauch, M.T.1
Cote, A.2
Norel, R.3
Annala, M.4
Zhao, Y.5
-
28
-
-
84864925590
-
Jstacs: A Java framework for statistical analysis and classi-cation of biological sequences
-
Grau J, Keilwagen J, Gohr A, Haldemann B, Posch S, et al. (2012) Jstacs: A Java framework for statistical analysis and classi-cation of biological sequences. Journal of Machine Learning Research 13: 1967-1971.
-
(2012)
Journal of Machine Learning Research
, vol.13
, pp. 1967-1971
-
-
Grau, J.1
Keilwagen, J.2
Gohr, A.3
Haldemann, B.4
Posch, S.5
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