/*****************************************************************************/ /*IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. */ /*By downloading, copying, installing or using the software you agree */ /*to this license. If you do not agree to this license, do not download, */ /*install, copy or use the software. */ /* */ /* */ /*Copyright (c) 2005 Northwestern University */ /*All rights reserved. */ /*Redistribution of the software in source and binary forms, */ /*with or without modification, is permitted provided that the */ /*following conditions are met: */ /* */ /*1 Redistributions of source code must retain the above copyright */ /* notice, this list of conditions and the following disclaimer. */ /* */ /*2 Redistributions in binary form must reproduce the above copyright */ /* notice, this list of conditions and the following disclaimer in the */ /* documentation and/or other materials provided with the distribution.*/ /* */ /*3 Neither the name of Northwestern University nor the names of its */ /* contributors may be used to endorse or promote products derived */ /* from this software without specific prior written permission. */ /* */ /*THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS ``AS */ /*IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED */ /*TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY, NON-INFRINGEMENT AND */ /*FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL */ /*NORTHWESTERN UNIVERSITY OR ITS CONTRIBUTORS BE LIABLE FOR ANY DIRECT, */ /*INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES */ /*(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR */ /*SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) */ /*HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, */ /*STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN */ /*ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE */ /*POSSIBILITY OF SUCH DAMAGE. */ /******************************************************************************/ #ifndef _H_FUZZY_KMEANS #define _H_FUZZY_KMEANS #ifndef FLT_MAX #define FLT_MAX 3.40282347e+38 #endif /* rmse.c */ float euclid_dist_2 (float*, float*, int); int find_nearest_point (float* , int, float**, int); float rms_err(float**, int, int, float**, int); /* cluster.c */ int cluster(int, int, float**, int, int, float, int*, float***, float*, int, int); /* kmeans_clustering.c */ float **kmeans_clustering(float**, int, int, int, float, int*); #endif