BALL
1.4.1
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00001 /* latentVariableModel.h 00002 * 00003 * Copyright (C) 2009 Marcel Schumann 00004 * 00005 * This file is part of QuEasy -- A Toolbox for Automated QSAR Model 00006 * Construction and Validation. 00007 * QuEasy is free software; you can redistribute it and/or modify 00008 * it under the terms of the GNU General Public License as published by 00009 * the Free Software Foundation; either version 3 of the License, or (at 00010 * your option) any later version. 00011 * 00012 * QuEasy is distributed in the hope that it will be useful, but 00013 * WITHOUT ANY WARRANTY; without even the implied warranty of 00014 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU 00015 * General Public License for more details. 00016 * 00017 * You should have received a copy of the GNU General Public License 00018 * along with this program; if not, see <http://www.gnu.org/licenses/>. 00019 */ 00020 00021 // -*- Mode: C++; tab-width: 2; -*- 00022 // vi: set ts=2: 00023 // 00024 // 00025 00026 #ifndef LVMODEL 00027 #define LVMODEL 00028 00029 #ifndef BALL_LINALG_MATRIX_H 00030 #include <BALL/MATHS/LINALG/matrix.h> 00031 #endif 00032 00033 00034 namespace BALL 00035 { 00036 namespace QSAR 00037 { 00040 class BALL_EXPORT LatentVariableModel 00041 { 00042 public: 00043 LatentVariableModel(); 00044 00047 const Matrix<double>* getLatentVariables(); 00048 00051 const Matrix<double>* getWeights(); 00052 00055 const Matrix<double>* getLoadings(); 00056 00057 protected: 00058 00060 Matrix<double> latent_variables_; 00061 00063 Matrix<double> loadings_; 00064 00066 Matrix<double> weights_; 00067 00068 friend class RegressionValidation; 00069 }; 00070 } 00071 } 00072 00073 #endif // LVMODEL 00074