Fold 1 - Understanding why coefficient 15 was selected
Tag: RESIN
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name: Luggage & Bags
Products with this tag: 29
Unique residual values tried: 8
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 | 9.042254 | 15 | 15 (15) | Luggage & Bags | Yes |
| 938 | 9.253521 | 15.13 | 13.15 (13*71 + 15) | Luggage & Bags > Tote Bags | No |
| 725 | 9.267606 | 15.10 | 10.15 (10*71 + 15) | Luggage & Bags > Messenger Bags | No |
| 0 | 24.000000 | 0 | 0 (0) | No | |
| 140 | 28.000000 | 69.1 | 1.69 (71 + 69) | No | |
| 5326 | 28.000000 | 1.4.1 | 1.4.1 (5041 + 4*71 + 1) | Apparel & Accessories > Handbag & Wallet Accessories > Keychains | No |
| 106088 | 28.000000 | 14.3.21 | 21.3.14 (21*71^2 + 3*71 + 14) | Home & Garden > Decor > Decorative Bowls | No |
| 364666 | 28.000000 | 10.24.1.1 | 1.1.24.10 (357911 + 5041 + 24*71 + 10) | Furniture > Tables > Accent Tables > Coffee Tables | No |
These are the training products that have the "RESIN" tag (processing sequence 235). 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 |
|---|---|---|---|---|---|---|---|
| 5143 | Handmade Magic the Gathering Wooden Table | 364666 | Furniture > Tables > Accent Tables > Coffee Tables | none | 364651 | none | |
| 5229 | Mid Mod Vintage Shell Bowl | 106088 | Home & Garden > Decor > Decorative Bowls | none | 106073 | none | |
| 3943 | AURA- black | 5326 | Apparel & Accessories > Handbag & Wallet Accessories > Keychains | none | 5311 | none | |
| 4481 | NORAH | 938 | Luggage & Bags > Tote Bags | none | 923 | none | |
| 4317 | HONEY | 938 | Luggage & Bags > Tote Bags | none | 923 | none | |
| 3903 | ASHA | 725 | Luggage & Bags > Messenger Bags | none | 710 | none | |
| 5222 | Handmade Resin Crow Skull Keychain Blue/Grey | 140 | SKULL | 125 | 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 | |
| 4104 | FLORETTA | 15 | Luggage & Bags | none | 0 | none | |
| 4133 | GAURI | 15 | Luggage & Bags | none | 0 | none | |
| 3853 | ADORN | 15 | Luggage & Bags | none | 0 | none | |
| 4325 | IMAN- Black | 15 | Luggage & Bags | none | 0 | none | |
| 4333 | ISLA | 15 | Luggage & Bags | none | 0 | none | |
| 4362 | LAGOON | 15 | Luggage & Bags | none | 0 | none | |
| 4394 | Marigold Clutch | 15 | Luggage & Bags | none | 0 | none | |
| 4285 | HEER | 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 | |
| 3997 | CHANTAL | 15 | Luggage & Bags | none | 0 | none | |
| 4030 | HERA Clutch | 15 | Luggage & Bags | none | 0 | none | |
| 4068 | DIVA | 15 | Luggage & Bags | none | 0 | none | |
| 5206 | Handmade Resin Skull Teal | 0 | SKULL | -15 | none | ||
| 5207 | Handmade Resin Skull Purple Glitter | 0 | SKULL | -15 | 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 |