The anatomy of a top result.

Forward index · top stems on this page

document length 553 body tokens  ·  max tf 10 (user)  ·  vocabulary 359 distinct stems  ·  title 2 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 · 4 resolved stems0.0080
2. cosine(query, title) × 2.0 title boost ×2.0 applied0.0549
3. weighted subtotal cosBody + 2.0 × cosTitle0.0630
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 × pagerank0.0630

dropped (not in vocabulary): veggiet

Per-query-stem · how each term contributes

1. movi wid 0012 · df 290 body tf 5 title tf 0 idf 0.049
2. search wid 0153 · df 147 body tf 6 title tf 1 idf 1.029
3. titl wid 1103 · df 288 body tf 5 title tf 0 idf 0.059
4. veggiet not in vocabulary — — —
5. jonah wid 0173 · df 3 body tf 0 title tf 0 idf 6.644

Outlinks (1)

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