The anatomy of a top result.

Forward index · top stems on this page

document length 276 body tokens  ·  max tf 27 (love)  ·  vocabulary 156 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 · 5 resolved stems0.0122
2. cosine(query, title) × 2.0 title boost ×2.0 applied0.4130
3. weighted subtotal cosBody + 2.0 × cosTitle0.4252
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 × pagerank0.4252

Per-query-stem · how each term contributes

1. season wid 0230 · df 25 body tf 1 title tf 1 idf 3.585
2. live wid 0075 · df 61 body tf 0 title tf 0 idf 2.298
3. movi wid 0012 · df 290 body tf 4 title tf 0 idf 0.049
4. bonu wid 0067 · df 7 body tf 0 title tf 0 idf 5.421
5. materi wid 0068 · df 12 body tf 0 title tf 0 idf 4.644

Outlinks (1)

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