_PROBLEM CoEPrA-2006_Classification_001 _GROUP_NAME Wit Jakuczun _GROUP_MEMBERS Wit Jakuczun _ADDRESS Warsaw University of Technology Department of Mathematics and Information Science Pl. Politechniki 1 00-661 Warsaw Poland _MODELING_PROCEDURE The procedure consisted of two steps: 1) Selecting relevant features using Random Forest 2) Constructing SVM with linear kernel based upon the 250 mostly relevant features. All parameters were selected using CV-10 procedure. _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