The anatomy of a top result.

Forward index · top stems on this page

document length 328 body tokens  ·  max tf 25 (citi)  ·  vocabulary 193 distinct stems  ·  title 3 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 · 2 resolved stems0.0566
2. cosine(query, title) × 2.0 title boost ×2.0 applied1.0992
3. weighted subtotal cosBody + 2.0 × cosTitle1.1558
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 × pagerank1.1558

Per-query-stem · how each term contributes

1. movi wid 0012 · df 290 body tf 4 title tf 0 idf 0.049
2. season wid 0230 · df 25 body tf 2 title tf 1 idf 3.585

Outlinks (1)

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