Fold 4 - Understanding why coefficient 15 was selected
Tag: RESIN
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name: Luggage & Bags
Products with this tag: 30
Unique residual values tried: 11
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 | 18.012658 | 15 | 15 (15) | Luggage & Bags | Yes |
| 1042 | 18.139241 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
| 0 | 19.012658 | 0 | 0 (0) | No | |
| 790 | 19.126582 | 0.10 | 10.0 (10*79) | No | |
| 548815700 | 28.012658 | 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 |
| 156 | 28.012658 | 77.1 | 1.77 (79 + 77) | No | |
| 131312 | 28.012658 | 14.3.21 | 21.3.14 (21*79^2 + 3*79 + 14) | Home & Garden > Decor > Decorative Bowls | No |
| -6243 | 28.012658 | -2.0.1 | -1.0.2 (-(6241 + 2)) | No | |
| 501186 | 29.000000 | 10.24.1.1 | 1.1.24.10 (493039 + 6241 + 24*79 + 10) | Furniture > Tables > Accent Tables > Coffee Tables | No |
| 6558 | 29.000000 | 1.4.1 | 1.4.1 (6241 + 4*79 + 1) | Apparel & Accessories > Handbag & Wallet Accessories > Keychains | No |
| 50388 | 29.000000 | 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 2843). 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, ART | |
| 5229 | Mid Mod Vintage Shell Bowl | 131312 | Home & Garden > Decor > Decorative Bowls | none | 131297 | ART | |
| 4358 | KUNDAN | 50388 | MADE TO ORDER | 50373 | none | ||
| 3943 | AURA- black | 6558 | Apparel & Accessories > Handbag & Wallet Accessories > Keychains | none | 6543 | none | |
| 4317 | HONEY | 1042 | Luggage & Bags > Tote Bags | none | 1027 | none | |
| 3903 | ASHA | 790 | MADE TO ORDER | 775 | none | ||
| 5222 | Handmade Resin Crow Skull Keychain Blue/Grey | 156 | SKULL | 141 | ART | ||
| 4333 | ISLA | 15 | Luggage & Bags | none | 0 | none | |
| 4343 | JEWEL Rectangle | 15 | Luggage & Bags | none | 0 | none | |
| 4325 | IMAN- Black | 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 | |
| 3853 | ADORN | 15 | Luggage & Bags | none | 0 | none | |
| 4394 | Marigold Clutch | 15 | Luggage & Bags | none | 0 | none | |
| 4133 | GAURI | 0 | MADE TO ORDER | -15 | none | ||
| 3997 | CHANTAL | 0 | MADE TO ORDER | -15 | none | ||
| 4104 | FLORETTA | 0 | MADE TO ORDER | -15 | none | ||
| 5188 | Handmade Resin Skull on Burned Wood | 0 | SKULL | -15 | ART | ||
| 5206 | Handmade Resin Skull Teal | 0 | SKULL | -15 | ART | ||
| 5207 | Handmade Resin Skull Purple Glitter | 0 | SKULL | -15 | ART | ||
| 5221 | Handmade Resin Skull Red Glitter | 0 | SKULL | -15 | ART | ||
| 4069 | EMERALD | 0 | MADE TO ORDER | -15 | none | ||
| 4362 | LAGOON | 0 | MADE TO ORDER | -15 | none | ||
| 4068 | DIVA | 0 | MADE TO ORDER | -15 | none | ||
| 5223 | Handmade Resin Crow Skull Keychain Blue | -6243 | SKULL | -6258 | ART |