tfidf.h

卡内基梅隆大学MaCallum开发的文本分类系统

/* Copyright (C) 1997, 1998, 1999 Andrew McCallum

   Written by:  Andrew Kachites McCallum <[e-mail]>

   This file is part of the Bag-Of-Words Library, `libbow'.

   This library is free software; you can redistribute it and/or
   modify it under the terms of the GNU Library General Public License
   as published by the Free Software Foundation, version 2.
   
   This library is distributed in the hope that it will be useful,
   but WITHOUT ANY WARRANTY; without even the implied warranty of
   MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
   Library General Public License for more details.

   You should have received a copy of the GNU Library General Public
   License along with this library; if not, write to the Free Software
   Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111, USA */

#ifndef __BOW_TFIDF_H
#define __BOW_TFIDF_H

/* The method and parameters of TFIDF-like weight settings. */
extern rainbow_method bow_method_tfidf;
extern rainbow_method bow_method_tfidf_words;
extern rainbow_method bow_method_tfidf_log_words;
extern rainbow_method bow_method_tfidf_log_occur;
typedef struct _bow_tfidf_params {
  enum { 
    bow_tfidf_words, 
    bow_tfidf_occurrences, 
  } df_counts;
  enum { 
    bow_tfidf_log, 
    bow_tfidf_sqrt, 
    bow_tfidf_straight
  } df_transform;
} bow_params_tfidf;

/* The number of documents with non-zero dot-product with the query. 
   Set in bow_tfidf_score(). */
extern int bow_tfidf_num_hit_documents;

#endif /* __BOW_TFIDF_H */