The anatomy of a top result.

Forward index · top stems on this page

document length 312 body tokens  ·  max tf 21 (angel)  ·  vocabulary 183 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 stems0.8352
2. cosine(query, title) × 2.0 title boost ×2.0 applied1.6964
3. weighted subtotal cosBody + 2.0 × cosTitle2.5315
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 × pagerank2.5315

Per-query-stem · how each term contributes

1. angel wid 0613 · df 24 body tf 21 title tf 1 idf 3.644
2. titl wid 1103 · df 288 body tf 18 title tf 0 idf 0.059
3. touch wid 0612 · df 8 body tf 16 title tf 1 idf 5.229
4. search wid 0153 · df 147 body tf 13 title tf 0 idf 1.029
5. aka wid 0331 · df 140 body tf 11 title tf 0 idf 1.100

Outlinks (1)

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