Fold 0 - Understanding why coefficient 20767 was selected
Tag: BOOKS
Selected Coefficient: 20767
Taxonomy Path: 17.1.3
Taxonomy Name:
Products with this tag: 20
Unique residual values tried: 7
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 | 9.000000 | 17.1.3 | 3.1.17 (3*83^2 + 83 + 17) | Yes | |
| 0 | 16.000000 | 0 | 0 (0) | No | |
| 1097 | 18.012048 | 18.13 | 13.18 (13*83 + 18) | No | |
| 1014 | 18.012048 | 18.12 | 12.18 (12*83 + 18) | No | |
| 186 | 19.000000 | 20.2 | 2.20 (2*83 + 20) | No | |
| 34614 | 19.000000 | 3.2.5 | 5.2.3 (5*83^2 + 2*83 + 3) | No | |
| 82931 | 19.000000 | 14.3.12 | 12.3.14 (12*83^2 + 3*83 + 14) | No |
These are the training products that have the "BOOKS" tag (processing sequence 2888). 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 |
|---|---|---|---|---|---|---|---|
| 28252 | The Little Box Of Positivity | 82931 | none | 62164 | HOME GOODS | ||
| 31023 | Barbieri Chinese Oracle Deck | 34614 | none | 13847 | LO SCARABEO | ||
| 909 | Book One: African People and European Holidays : Mental Genocide | 20767 | none | 0 | none | ||
| 1118 | What they never told you in history class : volume one | 20767 | none | 0 | none | ||
| 1989 | The Flywire House: A Case Study in Design Against Bushfire | 20767 | none | 0 | MOTHERS DAY | ||
| 858 | Alkaline Plant-Based Diet | 20767 | none | 0 | none | ||
| 9991 | The Sir Jason Winters Story: Killing Cancer by Sir Jason Winters - Book Paperback | 20767 | none | 0 | HEALTH | ||
| 31037 | Crystal Mandala Journal | 20767 | none | 0 | BLUE ANGEL GALLERY | ||
| 30610 | American Book of the Dead | 20767 | none | 0 | none | ||
| 28269 | The Forest Feast Mediterranean | 20767 | none | 0 | HOME GOODS | ||
| 20230 | Teddy Bears with a Past : Creating Treasured Teddies from Old Furs and Plush Fabrics by Nancy Tillberg | 20767 | none | 0 | none | ||
| 21162 | Mrstikove Alois a Vilem: Rok na vsi I. + II. (czech) | 20767 | none | 0 | none | ||
| 868 | America is the True Old World, Volume II: The Promised Land (Volume II of IV) | 20767 | none | 0 | none | ||
| 32639 | Soft Cover Perfect Bound Books | 1097 | none | -19670 | none | ||
| 32638 | Coil (Spiral) Bound Books | 1014 | none | -19753 | none | ||
| 8582 | Bhagavad Gita book (Telugu) by Brahmarshi Patriji | 186 | none | -20581 | none | ||
| 20144 | My First Patchwork Book : Hand and Machine Sewing (KIT) by Winky Cherry | 0 | QUILT BOOK | -20767 | none | ||
| 19381 | Places We Swim by Caroline Clements and Dillon Setchik-Reardon | 0 | COFFEE TABLE BOOK | -20767 | none | ||
| 19289 | 150 Hotels You Need to Visit Before You Die | 0 | COFFEE TABLE BOOK | -20767 | none | ||
| 19234 | Surf Like a Girl | 0 | COFFEE TABLE BOOK | -20767 | none |