Fold 0 - Understanding why coefficient 20767 was selected
Tag: COFFEE TABLE BOOK
Selected Coefficient: 20767
Taxonomy Path: 17.1.3
Taxonomy Name:
Products with this tag: 17
Unique residual values tried: 1
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 20767 | 0.000000 | 17.1.3 | 3.1.17 (3*83^2 + 83 + 17) | Yes |
These are the training products that have the "COFFEE TABLE BOOK" tag (processing sequence 91). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 19159 | Assouline Tulum Gypset by Julia Chaplin | 20767 | none | 0 | none | ||
| 19160 | Assouline Palm Beach by Aerin Lauder | 20767 | none | 0 | none | ||
| 19162 | Assouline Capri Dolce Vita by Cesare M. Cunaccia | 20767 | none | 0 | none | ||
| 19166 | Assouline Aspen Style by Aerin Lauder | 20767 | none | 0 | none | ||
| 19167 | Assouline Athens Riviera by Stephanie Artarit | 20767 | none | 0 | none | ||
| 19168 | Assouline Tuscany Marvel by Cesare Cunaccia | 20767 | none | 0 | none | ||
| 19169 | Assouline Provence Glory by Francois Simon | 20767 | none | 0 | none | ||
| 19221 | Kelly Wearstler:Evocative Style by Rima Suqi | 20767 | none | 0 | none | ||
| 19222 | Ultimate Weekends:Australia by Emma Shaw | 20767 | none | 0 | none | ||
| 19230 | GT Love: 50 Years Opel GT | 20767 | none | 0 | none | ||
| 19231 | Skate Like a Girl | 20767 | none | 0 | none | ||
| 19234 | Surf Like a Girl | 20767 | none | 0 | BOOKS | ||
| 19287 | The Last Days of Summer | 20767 | none | 0 | none | ||
| 19289 | 150 Hotels You Need to Visit Before You Die | 20767 | none | 0 | BOOKS | ||
| 19381 | Places We Swim by Caroline Clements and Dillon Setchik-Reardon | 20767 | none | 0 | BOOKS | ||
| 32309 | GT Love: 50 Years Opel GT | 20767 | none | 0 | none | ||
| 32424 | The Last Days of Summer | 20767 | none | 0 | none |