Fold 3 - Understanding why coefficient 15 was selected
Tag: RESIN
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name: Luggage & Bags
Products with this tag: 23
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 | 7.042254 | 15 | 15 (15) | Luggage & Bags | Yes |
| 938 | 7.197183 | 15.13 | 13.15 (13*71 + 15) | Luggage & Bags > Tote Bags | No |
| 725 | 7.211268 | 15.10 | 10.15 (10*71 + 15) | Luggage & Bags > Messenger Bags | No |
| 0 | 21.000000 | 0 | 0 (0) | No | |
| -5043 | 21.014085 | -2.0.1 | -1.0.2 (-(5041 + 2)) | No | |
| 140 | 21.014085 | 69.1 | 1.69 (71 + 69) | No | |
| 5326 | 21.014085 | 1.4.1 | 1.4.1 (5041 + 4*71 + 1) | Apparel & Accessories > Handbag & Wallet Accessories > Keychains | No |
| 40755 | 21.014085 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 106088 | 22.000000 | 14.3.21 | 21.3.14 (21*71^2 + 3*71 + 14) | Home & Garden > Decor > Decorative Bowls | No |
These are the training products that have the "RESIN" tag (processing sequence 2549). 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 |
|---|---|---|---|---|---|---|---|
| 5229 | Mid Mod Vintage Shell Bowl | 106088 | Home & Garden > Decor > Decorative Bowls | none | 106073 | none | |
| 4358 | KUNDAN | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 40740 | none | |
| 3943 | AURA- black | 5326 | Apparel & Accessories > Handbag & Wallet Accessories > Keychains | none | 5311 | none | |
| 4317 | HONEY | 938 | Luggage & Bags > Tote Bags | none | 923 | none | |
| 4481 | NORAH | 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 | ||
| 4068 | DIVA | 15 | Luggage & Bags | none | 0 | none | |
| 4069 | EMERALD | 15 | Luggage & Bags | none | 0 | none | |
| 4101 | FLORA | 15 | Luggage & Bags | none | 0 | none | |
| 4133 | GAURI | 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 | |
| 4362 | LAGOON | 15 | Luggage & Bags | none | 0 | none | |
| 4394 | Marigold Clutch | 15 | Luggage & Bags | none | 0 | none | |
| 3881 | AMBER | 15 | Luggage & Bags | none | 0 | none | |
| 3952 | BALLROOM BLOOM | 15 | Luggage & Bags | none | 0 | none | |
| 4030 | HERA Clutch | 15 | Luggage & Bags | none | 0 | none | |
| 3991 | CRESCENT | 15 | Luggage & Bags | none | 0 | none | |
| 5131 | Handmade Resin Raven Skull Blue/Purple | 0 | SKULL | -15 | none | ||
| 5207 | Handmade Resin Skull Purple Glitter | 0 | SKULL | -15 | none | ||
| 5223 | Handmade Resin Crow Skull Keychain Blue | -5043 | SKULL | -5058 | none |