_PROBLEM CoEPrA-2006_Classification_003 _GROUP_NAME Fatih Amasyali _GROUP_MEMBERS Fatih Amasyali _ADDRESS YILDIZ TECHNICAL UNIVERSITY COMPUTER ENG. DEPT. 34349 BESIKTAS- ISTANBUL- TURKEY _MODELING_PROCEDURE WEKA's CfsSubsetEval was used for feature selection. In CfsSubsetEval, subsets of features that are highly correlated with the class while having low intercorrelation are preferred. The selected 35 out of 5787 features are 123 176 196 231 233 246 408 613 632 1307 1314 1590 1671 1731 1894 1903 1914 2269 2657 3585 3708 3983 4232 4280 4502 4579 4644 4723 4742 4771 4801 4865 4992 4998 5081 In classification stage, these 35 features were given to WEKA's NaiveBayesSimple classifier. _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 Obj_00112 -1 Obj_00113 +1 Obj_00114 +1 Obj_00115 +1 Obj_00116 +1 Obj_00117 +1 Obj_00118 +1 Obj_00119 +1 Obj_00120 +1 Obj_00121 +1 Obj_00122 -1 Obj_00123 -1 Obj_00124 +1 Obj_00125 -1 Obj_00126 -1 Obj_00127 +1 Obj_00128 -1 Obj_00129 -1 Obj_00130 -1 Obj_00131 +1 Obj_00132 +1 Obj_00133 +1