Fold 3 - Understanding why coefficient 15 was selected
Tag: RESIN
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name: Luggage & Bags
Products with this tag: 26
Unique residual values tried: 9
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 | 15.012658 | 15 | 15 (15) | Luggage & Bags | Yes |
| 726 | 15.126582 | 15.9 | 9.15 (9*79 + 15) | Luggage & Bags > Luggage Accessories | No |
| 0 | 18.012658 | 0 | 0 (0) | No | |
| 1027 | 18.088608 | 0.13 | 13.0 (13*79) | No | |
| 6402 | 23.000000 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
| 131312 | 24.012658 | 14.3.21 | 21.3.14 (21*79^2 + 3*79 + 14) | Home & Garden > Decor > Decorative Bowls | No |
| 548815700 | 24.012658 | 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 |
| 159 | 25.000000 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | No |
| 50388 | 25.000000 | 65.5.8 | 8.5.65 (8*79^2 + 5*79 + 65) | No |
These are the training products that have the "RESIN" tag (processing sequence 2494). 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 | |
| 5229 | Mid Mod Vintage Shell Bowl | 131312 | Home & Garden > Decor > Decorative Bowls | none | 131297 | none | |
| 4358 | KUNDAN | 50388 | MADE TO ORDER | 50373 | none | ||
| 5207 | Handmade Resin Skull Purple Glitter | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 6387 | SKULL | |
| 5131 | Handmade Resin Raven Skull Blue/Purple | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 6387 | SKULL | |
| 5206 | Handmade Resin Skull Teal | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 6387 | SKULL | |
| 4481 | NORAH | 1027 | MADE TO ORDER | 1012 | none | ||
| 4090 | EZRA | 726 | Luggage & Bags > Luggage Accessories | none | 711 | none | |
| 5223 | Handmade Resin Crow Skull Keychain Blue | 159 | Apparel & Accessories > Clothing Accessories | none | 144 | SKULL | |
| 4394 | Marigold Clutch | 15 | Luggage & Bags | none | 0 | 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 | |
| 3952 | BALLROOM BLOOM | 15 | Luggage & Bags | none | 0 | none | |
| 3991 | CRESCENT | 15 | Luggage & Bags | none | 0 | none | |
| 4030 | HERA Clutch | 15 | Luggage & Bags | none | 0 | none | |
| 4079 | FEROZA | 15 | Luggage & Bags | none | 0 | none | |
| 4285 | HEER | 15 | Luggage & Bags | none | 0 | none | |
| 4333 | ISLA | 15 | Luggage & Bags | none | 0 | none | |
| 4362 | LAGOON | 0 | MADE TO ORDER | -15 | none | ||
| 4133 | GAURI | 0 | MADE TO ORDER | -15 | none | ||
| 4104 | FLORETTA | 0 | MADE TO ORDER | -15 | none | ||
| 4101 | FLORA | 0 | MADE TO ORDER | -15 | none | ||
| 4069 | EMERALD | 0 | MADE TO ORDER | -15 | none | ||
| 4068 | DIVA | 0 | MADE TO ORDER | -15 | none | ||
| 3997 | CHANTAL | 0 | MADE TO ORDER | -15 | none |