The anatomy of a top result.

Forward index · top stems on this page

document length 301 body tokens  ·  max tf 29 (best)  ·  vocabulary 170 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 stems0.8220
2. cosine(query, title) × 2.0 title boost ×2.0 applied1.9157
3. weighted subtotal cosBody + 2.0 × cosTitle2.7377
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 × pagerank2.7377

Per-query-stem · how each term contributes

1. best wid 0409 · df 61 body tf 29 title tf 1 idf 2.298
2. search wid 0153 · df 147 body tf 13 title tf 0 idf 1.029
3. arliss wid 0473 · df 3 body tf 13 title tf 2 idf 6.644
4. titl wid 1103 · df 288 body tf 11 title tf 0 idf 0.059
5. v wid 1127 · df 113 body tf 10 title tf 0 idf 1.409

Outlinks (1)

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