Fold 1 - Understanding why coefficient 20767 was selected
Tag: BOOK
Selected Coefficient: 20767
Taxonomy Path: 17.1.3
Taxonomy Name:
Products with this tag: 22
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 "BOOK" tag (processing sequence 56). 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 |
|---|---|---|---|---|---|---|---|
| 990 | Healing Oils by Carol Schiller & David Schiller | 20767 | none | 0 | none | ||
| 4145 | ChipScapes - A History of Computer Chips Told Through Art | 20767 | none | 0 | IBM | ||
| 19458 | Houseplants for All by Danae Horst | 20767 | none | 0 | none | ||
| 19922 | Hometown Quilts : Paper Piece a Village of Memories by Jodie Davis | 20767 | none | 0 | none | ||
| 23475 | Jeff Koons: Lost in America | 20767 | none | 0 | EXTRA10 | ||
| 23480 | He Eats Alone Hardcover Book | 20767 | none | 0 | EXTRA10, DOUBLE11 | ||
| 23481 | KAWS: WHAT PARTY (Black on Pink edition) | 20767 | none | 0 | EXTRA10, DOUBLE11 | ||
| 23546 | Monograph w/ Tote Bag | 20767 | none | 0 | none | ||
| 23553 | Nick Newbold | 20767 | none | 0 | PROMO, EXTRA10 | ||
| 23554 | NI MAS NI MENOS | 20767 | none | 0 | none | ||
| 23562 | Pelle Cass | 20767 | none | 0 | PROMO, EXTRA10 | ||
| 23563 | Photoviz: Visualizing Information Through Photography by Nicholas Felton | 20767 | none | 0 | none | ||
| 23564 | Places That Grow | 20767 | none | 0 | none | ||
| 23565 | Polarities | 20767 | none | 0 | none | ||
| 23578 | Sean Wotherspoon | 20767 | none | 0 | PROMO, EXTRA10 | ||
| 23583 | Spring Cannot be Cancelled: David Hockney in Normandy | 20767 | none | 0 | PROMO, EXTRA10 | ||
| 23776 | Tim Walker: Shoot for the Moon | 20767 | none | 0 | EXTRA10, DOUBLE11 | ||
| 23782 | Virgil Abloh. Nike. ICONS | 20767 | none | 0 | EXTRA10 | ||
| 23783 | Visual Diary Volume 1 | 20767 | none | 0 | PROMO, EXTRA10 | ||
| 23791 | Wasted Youth | 20767 | none | 0 | none | ||
| 23792 | What Is And What Is Not - Standard Edition | 20767 | none | 0 | none | ||
| 28024 | 1001 Tarot Spreads | 20767 | none | 0 | none |