_PROBLEM CoEPrA-2006_Classification_001 _GROUP_NAME Curt Breneman _GROUP_MEMBERS Min Li Nagamani Sukumar Curt Breneman _ADDRESS Rensselaer Exploratory Center for Cheminformatics Research, Rensselaer Polytechnic Institute, 110 Eighth Street, Troy, New York 12180-3522, United States of America _MODELING_PROCEDURE Only RECON descriptors were used, which were developed by Prof. Breneman and Prof. Sukumar in Rensselaer Exploratory Center for Cheminformatics Research. There are total 147 descriptors. SVM classification is an effective technique to classify the data. We use c-SVM classification method in LIBSVM software. The 10-fold crossvalidation was used and the best accuracy is 51 right prediction for all 89 molecules. _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