static struct word_entry *word_entry_match(struct relevance *r,
const char *norm_str,
- const char *rank, int *mult)
+ const char *rank, int *weight)
{
int i = 1;
struct word_entry *entries = r->entries;
{
const char *cp = 0;
int no_read = 0;
- sscanf(rank, "%d%n", mult, &no_read);
+ sscanf(rank, "%d%n", weight, &no_read);
rank += no_read;
while (*rank == ' ')
rank++;
{
if ((cp - rank) == strlen(entries->ccl_field) &&
memcmp(entries->ccl_field, rank, cp - rank) == 0)
- *mult = atoi(cp + 1);
+ *weight = atoi(cp + 1);
}
return entries;
}
const char *words, const char *rank,
const char *name)
{
- int *mult = r->term_frequency_vec_tmp;
+ int *w = r->term_frequency_vec_tmp;
const char *norm_str;
int i, length = 0;
double lead_decay = r->lead_decay;
struct word_entry *e;
- WRBUF w = cluster->relevance_explain1;
+ WRBUF wr = cluster->relevance_explain1;
+ int printed_about_field = 0;
pp2_charset_token_first(r->prt, words, 0);
for (e = r->entries, i = 1; i < r->vec_len; i++, e = e->next)
{
- mult[i] = 0;
+ w[i] = 0;
r->term_pos[i] = 0;
}
assert(rank);
while ((norm_str = pp2_charset_token_next(r->prt)))
{
- int local_mult = 0;
- e = word_entry_match(r, norm_str, rank, &local_mult);
+ int local_weight = 0;
+ e = word_entry_match(r, norm_str, rank, &local_weight);
if (e)
{
int res = e->termno;
int j;
+ if (!printed_about_field)
+ {
+ printed_about_field = 1;
+ wrbuf_printf(wr, "field=%s content=", name);
+ if (strlen(words) > 50)
+ {
+ wrbuf_xmlputs_n(wr, words, 49);
+ wrbuf_puts(wr, " ...");
+ }
+ else
+ wrbuf_xmlputs(wr, words);
+ wrbuf_puts(wr, ";\n");
+ }
assert(res < r->vec_len);
- mult[res] += local_mult / (1 + log2(1 + lead_decay * length));
- wrbuf_printf(w, "%s: mult[%d] += local_mult(%d) / "
+ w[res] += local_weight / (1 + log2(1 + lead_decay * length));
+ wrbuf_printf(wr, "%s: w[%d] += w(%d) / "
"(1+log2(1+lead_decay(%f) * length(%d)));\n",
- e->display_str, res, local_mult, lead_decay, length);
+ e->display_str, res, local_weight, lead_decay, length);
j = res - 1;
if (j > 0 && r->term_pos[j])
{
int d = length + 1 - r->term_pos[j];
- mult[res] += mult[res] * r->follow_factor / (1 + log2(d));
- wrbuf_printf(w, "%s: mult[%d] += mult[%d](%d) * follow(%f) / "
+ wrbuf_printf(wr, "%s: w[%d] += w[%d](%d) * follow(%f) / "
"(1+log2(d(%d));\n",
- e->display_str, res, res, mult[res],
+ e->display_str, res, res, w[res],
r->follow_factor, d);
+ w[res] += w[res] * r->follow_factor / (1 + log2(d));
}
for (j = 0; j < r->vec_len; j++)
r->term_pos[j] = j < res ? 0 : length + 1;
for (e = r->entries, i = 1; i < r->vec_len; i++, e = e->next)
{
- if (length == 0 || mult[i] == 0)
+ if (length == 0 || w[i] == 0)
continue;
- wrbuf_printf(w, "%s: field=%s vecf[%d] += mult[%d](%d)",
- e->display_str, name, i, i, mult[i]);
+ wrbuf_printf(wr, "%s: tf[%d] += w[%d](%d)", e->display_str, i, i, w[i]);
switch (r->length_divide)
{
case 0:
- wrbuf_printf(w, ";\n");
- cluster->term_frequency_vecf[i] += (double) mult[i];
+ cluster->term_frequency_vecf[i] += (double) w[i];
break;
case 1:
- wrbuf_printf(w, " / log2(1+length(%d));\n", length);
+ wrbuf_printf(wr, " / log2(1+length(%d))", length);
cluster->term_frequency_vecf[i] +=
- (double) mult[i] / log2(1 + length);
+ (double) w[i] / log2(1 + length);
break;
case 2:
- wrbuf_printf(w, " / length(%d);\n", length);
- cluster->term_frequency_vecf[i] += (double) mult[i] / length;
+ wrbuf_printf(wr, " / length(%d)", length);
+ cluster->term_frequency_vecf[i] += (double) w[i] / length;
}
- cluster->term_frequency_vec[i] += mult[i];
+ cluster->term_frequency_vec[i] += w[i];
+ wrbuf_printf(wr, " (%f);\n", cluster->term_frequency_vecf[i]);
}
cluster->term_frequency_vec[0] += length;
break;
w = rec->relevance_explain2;
wrbuf_rewind(w);
+ wrbuf_puts(w, "relevance = 0;\n");
for (i = 1; i < rel->vec_len; i++)
{
float termfreq = (float) rec->term_frequency_vecf[i];
wrbuf_printf(w, "idf[%d] = log(((1 + total(%d))/termoccur(%d));\n",
i, rel->doc_frequency_vec[0],
rel->doc_frequency_vec[i]);
- wrbuf_printf(w, "%s: relevance += 100000 * vecf[%d](%f) * "
+ wrbuf_printf(w, "%s: relevance += 100000 * tf[%d](%f) * "
"idf[%d](%f) (%d);\n",
e->display_str, i, termfreq, i, idfvec[i], add);
relevance += add;