The anatomy of a top result.

Forward index · top stems on this page

document length 682 body tokens  ·  max tf 11 (movi)  ·  vocabulary 459 distinct stems  ·  title 2 stems

Score breakdown

Re-derived from the same tf·idf cosine values, boost factors, and PageRank multipliers the live ranker just used. weighted = body + title × 2.0 · final = weighted × phrase × pagerank.

1. cosine(query, body) tf·idf body · 5 resolved stems0.0220
2. cosine(query, title) × 2.0 no title overlap (×2.0 unused)0.0000
3. weighted subtotal cosBody + 2.0 × cosTitle0.0220
4. × phrase multiplier stems not within 5-token window · ×1.0×1.0
5. × pagerank multiplier PageRank not computed for this page · ×1.0×1.0000
6. final score weighted × phrase × pagerank0.0220

Per-query-stem · how each term contributes

1. wall wid 0635 · df 9 body tf 0 title tf 0 idf 5.059
2. could wid 0636 · df 31 body tf 2 title tf 0 idf 3.275
3. search wid 0153 · df 147 body tf 0 title tf 0 idf 1.029
4. titl wid 1103 · df 288 body tf 5 title tf 0 idf 0.059
5. talk wid 0637 · df 17 body tf 0 title tf 0 idf 4.141

Outlinks (1)

• https://hitcslj.github.io/TestPages/Movie.htm