00001 /******************************************************************************* 00002 Copyright (c) 2011, Yahoo! Inc. 00003 All rights reserved. 00004 00005 Redistribution and use of this software in source and binary forms, 00006 with or without modification, are permitted provided that the following 00007 conditions are met: 00008 00009 * Redistributions of source code must retain the above 00010 copyright notice, this list of conditions and the 00011 following disclaimer. 00012 00013 * Redistributions in binary form must reproduce the above 00014 copyright notice, this list of conditions and the 00015 following disclaimer in the documentation and/or other 00016 materials provided with the distribution. 00017 00018 * Neither the name of Yahoo! Inc. nor the names of its 00019 contributors may be used to endorse or promote products 00020 derived from this software without specific prior 00021 written permission of Yahoo! Inc. 00022 00023 THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS 00024 IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED 00025 TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A 00026 PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT 00027 OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, 00028 SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT 00029 LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, 00030 DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY 00031 THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT 00032 (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE 00033 OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. 00034 00035 The Initial Developer of the Original Code is Shravan Narayanamurthy. 00036 ******************************************************************************/ 00037 /* 00038 * Model.h 00039 * 00040 * 00041 * Created on: 03-Jan-2011 00042 * 00043 */ 00044 00045 #ifndef MODEL_H_ 00046 #define MODEL_H_ 00047 00048 #include "WordIndexDictionary.h" 00049 00050 //!A marker interface for the LDA graphical model 00051 //!and its extensions. 00052 /** 00053 * A model should be able to compute its contribution to 00054 * the log-likelihood, serialize to disk & also explain 00055 * itself by writing the word mixtures that represent the 00056 * latent topics to disk 00057 */ 00058 class Model { 00059 public: 00060 const static int UNIGRAM = 1; 00061 00062 public: 00063 //!Model's contribution of log-likelihood 00064 virtual double get_eval() = 0; 00065 00066 //!Serialize to disk 00067 virtual bool save() = 0; 00068 00069 //!Explain: word mixtures for the latent topics 00070 virtual void write_statistics(WordIndexDictionary&) = 0; 00071 }; 00072 00073 #endif /* MODEL_H_ */