The anatomy of a top result.

Forward index · top stems on this page

document length 816 body tokens  ·  max tf 12 (season)  ·  vocabulary 646 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 stems0.0783
2. cosine(query, title) × 2.0 no title overlap (×2.0 unused)0.0000
3. weighted subtotal cosBody + 2.0 × cosTitle0.0783
4. × phrase multiplier stems not within 5-token window · ×1.0×1.0
5. × pagerank multiplier 1 + 0.5 × normalized PR (1.000)×1.5000
6. final score weighted × phrase × pagerank0.1175

Per-query-stem · how each term contributes

1. search wid 0153 · df 147 body tf 1 title tf 0 idf 1.029
2. titl wid 1103 · df 288 body tf 0 title tf 0 idf 0.059
3. gabriel wid 0538 · df 5 body tf 1 title tf 0 idf 5.907
4. live wid 0075 · df 61 body tf 11 title tf 0 idf 2.298
5. grow wid 0539 · df 10 body tf 1 title tf 0 idf 4.907

Outlinks (301)

• https://hitcslj.github.io/TestPages/testpage.htm
• https://hitcslj.github.io/TestPages/Movie/1.html
• https://hitcslj.github.io/TestPages/Movie/2.html
• https://hitcslj.github.io/TestPages/Movie/3.html
• https://hitcslj.github.io/TestPages/Movie/4.html
• https://hitcslj.github.io/TestPages/Movie/5.html
• https://hitcslj.github.io/TestPages/Movie/6.html
• https://hitcslj.github.io/TestPages/Movie/7.html
• https://hitcslj.github.io/TestPages/Movie/8.html
• https://hitcslj.github.io/TestPages/Movie/9.html