_PROBLEM CoEPrA-2006_Classification_004 _GROUP_NAME Tom Kiehl _GROUP_MEMBERS Charles Bergeron Tom Kiehl _ADDRESS School of Science Rensselaer Polytechnic Institute 110 Eighth Street Troy New York 12180-3522 United States of America _MODELING_PROCEDURE We used a random search algorithm to identify active nonapeptides in the prediction set. Random subsets of the joint calibration-prediction superset were compared with the active calibration subset. The retained loss function is the Frobenius matrix norm of the difference between the logos [Crooks GE, Hon G, Chandonia JM, Brenner SE. WebLogo: A sequence logo generator, Genome Research, 14:1188-1190, (2004)]. One thousand runs were completed and results were pooled together to make the final prediction. _PREDICTION Obj_00001 -1 Obj_00002 +1 Obj_00003 -1 Obj_00004 -1 Obj_00005 -1 Obj_00006 -1 Obj_00007 -1 Obj_00008 +1 Obj_00009 -1 Obj_00010 +1 Obj_00011 -1 Obj_00012 -1 Obj_00013 -1 Obj_00014 +1 Obj_00015 -1 Obj_00016 -1 Obj_00017 -1 Obj_00018 -1 Obj_00019 -1 Obj_00020 -1 Obj_00021 -1 Obj_00022 -1 Obj_00023 -1 Obj_00024 +1 Obj_00025 -1 Obj_00026 -1 Obj_00027 -1 Obj_00028 -1 Obj_00029 -1 Obj_00030 -1 Obj_00031 -1 Obj_00032 -1 Obj_00033 +1 Obj_00034 -1 Obj_00035 +1 Obj_00036 -1 Obj_00037 +1 Obj_00038 -1 Obj_00039 -1 Obj_00040 -1 Obj_00041 -1 Obj_00042 -1 Obj_00043 -1 Obj_00044 -1 Obj_00045 +1 Obj_00046 +1 Obj_00047 -1 Obj_00048 -1 Obj_00049 -1 Obj_00050 -1 Obj_00051 -1 Obj_00052 -1 Obj_00053 -1 Obj_00054 +1 Obj_00055 +1 Obj_00056 -1 Obj_00057 -1 Obj_00058 -1 Obj_00059 -1 Obj_00060 -1 Obj_00061 -1 Obj_00062 -1 Obj_00063 -1 Obj_00064 +1 Obj_00065 -1 Obj_00066 -1 Obj_00067 -1 Obj_00068 -1 Obj_00069 -1 Obj_00070 -1 Obj_00071 +1 Obj_00072 -1 Obj_00073 -1 Obj_00074 -1 Obj_00075 -1 Obj_00076 -1 Obj_00077 -1 Obj_00078 -1 Obj_00079 -1 Obj_00080 -1 Obj_00081 -1 Obj_00082 -1 Obj_00083 -1 Obj_00084 -1 Obj_00085 -1 Obj_00086 -1 Obj_00087 -1 Obj_00088 -1 Obj_00089 +1 Obj_00090 -1 Obj_00091 +1 Obj_00092 -1 Obj_00093 -1 Obj_00094 -1 Obj_00095 -1 Obj_00096 -1 Obj_00097 -1 Obj_00098 -1 Obj_00099 -1 Obj_00100 -1 Obj_00101 -1 Obj_00102 +1 Obj_00103 +1 Obj_00104 -1 Obj_00105 -1 Obj_00106 -1 Obj_00107 -1 Obj_00108 -1 Obj_00109 -1 Obj_00110 +1 Obj_00111 -1