The anatomy of a top result.

Forward index · top stems on this page

document length 863 body tokens  ·  max tf 53 (voic)  ·  vocabulary 471 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 stems0.6710
2. cosine(query, title) × 2.0 title boost ×2.0 applied0.9348
3. weighted subtotal cosBody + 2.0 × cosTitle1.6058
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 × pagerank1.6058

Per-query-stem · how each term contributes

1. voic wid 1300 · df 18 body tf 53 title tf 0 idf 4.059
2. english wid 0744 · df 204 body tf 39 title tf 0 idf 0.556
3. lodoss wid 0248 · df 2 body tf 16 title tf 1 idf 7.229
4. episod wid 1105 · df 288 body tf 15 title tf 0 idf 0.059
5. seri wid 1160 · df 156 body tf 12 title tf 0 idf 0.943

Outlinks (1)

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