The anatomy of a top result.

Forward index · top stems on this page

document length 298 body tokens  ·  max tf 18 (clifford)  ·  vocabulary 180 distinct stems  ·  title 6 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 stems0.9313
2. cosine(query, title) × 2.0 title boost ×2.0 applied1.6466
3. weighted subtotal cosBody + 2.0 × cosTitle2.5779
4. × phrase multiplier ≥2 stems within 5-token window×3.0
5. × pagerank multiplier PageRank not computed for this page · ×1.0×1.0000
6. final score weighted × phrase × pagerank7.7336

Per-query-stem · how each term contributes

1. clifford wid 0090 · df 2 body tf 18 title tf 3 idf 7.229
2. dai wid 0092 · df 38 body tf 17 title tf 1 idf 2.981
3. save wid 0091 · df 12 body tf 16 title tf 1 idf 4.644
4. search wid 0153 · df 147 body tf 13 title tf 0 idf 1.029
5. titl wid 1103 · df 288 body tf 10 title tf 0 idf 0.059

Outlinks (1)

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