Fold 0 - Understanding why coefficient 15 was selected
Tag: RESIN
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name: Luggage & Bags
Products with this tag: 25
Unique residual values tried: 10
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? |
|---|---|---|---|---|---|
| 15 | 9.037975 | 15 | 15 (15) | Luggage & Bags | Yes |
| 1042 | 9.177215 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
| 805 | 9.189873 | 15.10 | 10.15 (10*79 + 15) | Luggage & Bags > Messenger Bags | No |
| 0 | 22.000000 | 0 | 0 (0) | No | |
| -6243 | 23.012658 | -2.0.1 | -1.0.2 (-(6241 + 2)) | No | |
| 156 | 23.012658 | 77.1 | 1.77 (79 + 77) | No | |
| 6558 | 24.000000 | 1.4.1 | 1.4.1 (6241 + 4*79 + 1) | Apparel & Accessories > Handbag & Wallet Accessories > Keychains | No |
| 131312 | 24.000000 | 14.3.21 | 21.3.14 (21*79^2 + 3*79 + 14) | Home & Garden > Decor > Decorative Bowls | No |
| 501186 | 24.000000 | 10.24.1.1 | 1.1.24.10 (493039 + 6241 + 24*79 + 10) | Furniture > Tables > Accent Tables > Coffee Tables | No |
| 547224165 | 24.000000 | 13.10.71.3.14 | 14.3.71.10.13 (14*79^4 + 3*79^3 + 71*79^2 + 10*79 + 13) | No |
These are the training products that have the "RESIN" tag (processing sequence 3298). 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 |
|---|---|---|---|---|---|---|---|
| 14326 | Studio Sturdy - Pemberton Bowl - Charcoal Marble | 547224165 | CHARCOAL | 547224150 | none | ||
| 5143 | Handmade Magic the Gathering Wooden Table | 501186 | Furniture > Tables > Accent Tables > Coffee Tables | none | 501171 | none | |
| 5229 | Mid Mod Vintage Shell Bowl | 131312 | Home & Garden > Decor > Decorative Bowls | none | 131297 | none | |
| 3943 | AURA- black | 6558 | Apparel & Accessories > Handbag & Wallet Accessories > Keychains | none | 6543 | none | |
| 4481 | NORAH | 1042 | Luggage & Bags > Tote Bags | none | 1027 | none | |
| 4317 | HONEY | 1042 | Luggage & Bags > Tote Bags | none | 1027 | none | |
| 3903 | ASHA | 805 | Luggage & Bags > Messenger Bags | none | 790 | none | |
| 5222 | Handmade Resin Crow Skull Keychain Blue/Grey | 156 | SKULL | 141 | none | ||
| 4285 | HEER | 15 | Luggage & Bags | none | 0 | none | |
| 3853 | ADORN | 15 | Luggage & Bags | none | 0 | none | |
| 4333 | ISLA | 15 | Luggage & Bags | none | 0 | none | |
| 4343 | JEWEL Rectangle | 15 | Luggage & Bags | none | 0 | none | |
| 4394 | Marigold Clutch | 15 | Luggage & Bags | none | 0 | none | |
| 4325 | IMAN- Black | 15 | Luggage & Bags | none | 0 | none | |
| 3860 | AGNES Green Clutch | 15 | Luggage & Bags | none | 0 | none | |
| 3881 | AMBER | 15 | Luggage & Bags | none | 0 | none | |
| 3997 | CHANTAL | 15 | Luggage & Bags | none | 0 | none | |
| 4030 | HERA Clutch | 15 | Luggage & Bags | none | 0 | none | |
| 4069 | EMERALD | 15 | Luggage & Bags | none | 0 | none | |
| 4079 | FEROZA | 15 | Luggage & Bags | none | 0 | none | |
| 4101 | FLORA | 15 | Luggage & Bags | none | 0 | none | |
| 5221 | Handmade Resin Skull Red Glitter | 0 | SKULL | -15 | none | ||
| 5188 | Handmade Resin Skull on Burned Wood | 0 | SKULL | -15 | none | ||
| 5131 | Handmade Resin Raven Skull Blue/Purple | 0 | SKULL | -15 | none | ||
| 5223 | Handmade Resin Crow Skull Keychain Blue | -6243 | SKULL | -6258 | none |