The anatomy of a top result.

Forward index · top stems on this page

document length 326 body tokens  ·  max tf 20 (make)  ·  vocabulary 198 distinct stems  ·  title 5 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 stems0.6468
2. cosine(query, title) × 2.0 title boost ×2.0 applied0.9738
3. weighted subtotal cosBody + 2.0 × cosTitle1.6206
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 × pagerank4.8618

Per-query-stem · how each term contributes

1. make wid 0407 · df 67 body tf 20 title tf 1 idf 2.163
2. season wid 0230 · df 25 body tf 15 title tf 1 idf 3.585
3. search wid 0153 · df 147 body tf 13 title tf 0 idf 1.029
4. titl wid 1103 · df 288 body tf 12 title tf 0 idf 0.059
5. tv wid 1104 · df 288 body tf 8 title tf 0 idf 0.059

Outlinks (1)

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