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authorPeng Wu <alexepico@gmail.com>2017-08-21 17:39:27 +0800
committerPeng Wu <alexepico@gmail.com>2017-08-21 17:39:27 +0800
commit8972c0f556f427c46b4e6960d00db6d4ec0e302e (patch)
tree5d46cfda898c791a74d23232fd5060bc4acdd07d /utils/training/estimate_interpolation.cpp
parentb0217b44f0025d563def780109daff3fcfa0840f (diff)
downloadlibzhuyin-8972c0f556f427c46b4e6960d00db6d4ec0e302e.tar.gz
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merged into libpinyin
Diffstat (limited to 'utils/training/estimate_interpolation.cpp')
-rw-r--r--utils/training/estimate_interpolation.cpp144
1 files changed, 0 insertions, 144 deletions
diff --git a/utils/training/estimate_interpolation.cpp b/utils/training/estimate_interpolation.cpp
deleted file mode 100644
index 9b12196..0000000
--- a/utils/training/estimate_interpolation.cpp
+++ /dev/null
@@ -1,144 +0,0 @@
-/*
- * libzhuyin
- * Library to deal with zhuyin.
- *
- * Copyright (C) 2006-2008 Peng Wu
- *
- * This program is free software; you can redistribute it and/or modify
- * it under the terms of the GNU General Public License as published by
- * the Free Software Foundation; either version 2 of the License, or
- * (at your option) any later version.
- *
- * This program 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 General Public License for more details.
- *
- * You should have received a copy of the GNU General Public License
- * along with this program; if not, write to the Free Software
- * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
- */
-
-#include <stdio.h>
-#include <stdlib.h>
-#include <string.h>
-#include <locale.h>
-#include <math.h>
-#include <glib.h>
-#include "zhuyin_internal.h"
-#include "utils_helper.h"
-
-parameter_t compute_interpolation(SingleGram * deleted_bigram,
- FacadePhraseIndex * unigram,
- SingleGram * bigram){
- bool success;
- parameter_t lambda = 0, next_lambda = 0.6;
- parameter_t epsilon = 0.001;
-
- while ( fabs(lambda - next_lambda) > epsilon){
- lambda = next_lambda;
- next_lambda = 0;
- guint32 table_num = 0;
- parameter_t numerator = 0;
- parameter_t part_of_denominator = 0;
-
- BigramPhraseWithCountArray array = g_array_new(FALSE, FALSE, sizeof(BigramPhraseItemWithCount));
- deleted_bigram->retrieve_all(array);
-
- for ( int i = 0; i < array->len; ++i){
- BigramPhraseItemWithCount * item = &g_array_index(array, BigramPhraseItemWithCount, i);
- //get the phrase token
- phrase_token_t token = item->m_token;
- guint32 deleted_count = item->m_count;
-
- {
- guint32 freq = 0;
- parameter_t elem_poss = 0;
- if (bigram && bigram->get_freq(token, freq)){
- guint32 total_freq;
- assert(bigram->get_total_freq(total_freq));
- assert(0 != total_freq);
- elem_poss = freq / (parameter_t) total_freq;
- }
- numerator = lambda * elem_poss;
- }
-
- {
- parameter_t elem_poss = 0;
- PhraseItem item;
- if (!unigram->get_phrase_item(token, item)){
- guint32 freq = item.get_unigram_frequency();
- guint32 total_freq = unigram->get_phrase_index_total_freq();
- elem_poss = freq / (parameter_t)total_freq;
- }
- part_of_denominator = (1 - lambda) * elem_poss;
- }
-
- if (0 == (numerator + part_of_denominator))
- continue;
-
- next_lambda += deleted_count * (numerator / (numerator + part_of_denominator));
- }
- assert(deleted_bigram->get_total_freq(table_num));
- next_lambda /= table_num;
-
- g_array_free(array, TRUE);
- }
- lambda = next_lambda;
- return lambda;
-}
-
-int main(int argc, char * argv[]){
- SystemTableInfo system_table_info;
-
- bool retval = system_table_info.load(SYSTEM_TABLE_INFO);
- if (!retval) {
- fprintf(stderr, "load table.conf failed.\n");
- exit(ENOENT);
- }
-
- FacadePhraseIndex phrase_index;
-
- const pinyin_table_info_t * phrase_files =
- system_table_info.get_table_info();
-
- if (!load_phrase_index(phrase_files, &phrase_index))
- exit(ENOENT);
-
- Bigram bigram;
- bigram.attach(SYSTEM_BIGRAM, ATTACH_READONLY);
-
- Bigram deleted_bigram;
- deleted_bigram.attach(DELETED_BIGRAM, ATTACH_READONLY);
-
- GArray * deleted_items = g_array_new(FALSE, FALSE, sizeof(phrase_token_t));
- deleted_bigram.get_all_items(deleted_items);
-
- parameter_t lambda_sum = 0;
- int lambda_count = 0;
-
- for ( int i = 0; i < deleted_items->len; ++i ){
- phrase_token_t * token = &g_array_index(deleted_items, phrase_token_t, i);
- SingleGram * single_gram = NULL;
- bigram.load(*token, single_gram);
-
- SingleGram * deleted_single_gram = NULL;
- deleted_bigram.load(*token, deleted_single_gram);
-
- parameter_t lambda = compute_interpolation(deleted_single_gram, &phrase_index, single_gram);
-
- printf("token:%d lambda:%f\n", *token, lambda);
-
- lambda_sum += lambda;
- lambda_count ++;
-
- if (single_gram)
- delete single_gram;
- delete deleted_single_gram;
- }
-
- printf("average lambda:%f\n", (lambda_sum/lambda_count));
- g_array_free(deleted_items, TRUE);
- return 0;
-}
-