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 | 14.025316 | 15 | 15 (15) | Luggage & Bags | Yes |
| 1042 | 14.126582 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
| 726 | 14.126582 | 15.9 | 9.15 (9*79 + 15) | Luggage & Bags > Luggage Accessories | No |
| 0 | 15.025316 | 0 | 0 (0) | No | |
| 1027 | 15.113924 | 0.13 | 13.0 (13*79) | No | |
| 790 | 15.113924 | 0.10 | 10.0 (10*79) | No | |
| 156 | 24.000000 | 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 |
| 501186 | 24.000000 | 10.24.1.1 | 1.1.24.10 (493039 + 6241 + 24*79 + 10) | Furniture > Tables > Accent Tables > Coffee Tables | No |
| 548815700 | 24.000000 | 14.11.10.7.14 | 14.7.10.11.14 (14*79^4 + 7*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Bowls | No |
These are the training products that have the "RESIN" tag (processing sequence 2850). 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 | 548815700 | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Bowls | none | 548815685 | none | |
| 5143 | Handmade Magic the Gathering Wooden Table | 501186 | Furniture > Tables > Accent Tables > Coffee Tables | none | 501171 | TABLE | |
| 3943 | AURA- black | 6558 | Apparel & Accessories > Handbag & Wallet Accessories > Keychains | none | 6543 | none | |
| 4317 | HONEY | 1042 | Luggage & Bags > Tote Bags | none | 1027 | none | |
| 4481 | NORAH | 1027 | MADE TO ORDER | 1012 | none | ||
| 3903 | ASHA | 790 | MADE TO ORDER | 775 | none | ||
| 4090 | EZRA | 726 | Luggage & Bags > Luggage Accessories | none | 711 | none | |
| 5222 | Handmade Resin Crow Skull Keychain Blue/Grey | 156 | SKULL | 141 | none | ||
| 3853 | ADORN | 15 | Luggage & Bags | none | 0 | none | |
| 3860 | AGNES Green Clutch | 15 | Luggage & Bags | none | 0 | none | |
| 3881 | AMBER | 15 | Luggage & Bags | none | 0 | none | |
| 3991 | CRESCENT | 15 | Luggage & Bags | none | 0 | none | |
| 4030 | HERA Clutch | 15 | Luggage & Bags | none | 0 | none | |
| 4285 | HEER | 15 | Luggage & Bags | none | 0 | none | |
| 4325 | IMAN- Black | 15 | Luggage & Bags | none | 0 | none | |
| 4343 | JEWEL Rectangle | 15 | Luggage & Bags | none | 0 | none | |
| 4394 | Marigold Clutch | 15 | Luggage & Bags | none | 0 | none | |
| 3997 | CHANTAL | 0 | MADE TO ORDER | -15 | none | ||
| 4104 | FLORETTA | 0 | MADE TO ORDER | -15 | none | ||
| 5131 | Handmade Resin Raven Skull Blue/Purple | 0 | SKULL | -15 | none | ||
| 4101 | FLORA | 0 | MADE TO ORDER | -15 | none | ||
| 5188 | Handmade Resin Skull on Burned Wood | 0 | SKULL | -15 | none | ||
| 4133 | GAURI | 0 | MADE TO ORDER | -15 | none | ||
| 5221 | Handmade Resin Skull Red Glitter | 0 | SKULL | -15 | none | ||
| 4068 | DIVA | 0 | MADE TO ORDER | -15 | none |