_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. 3) 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