Fold 1 - Understanding why coefficient 1094 was selected
Tag: TOTE
Selected Coefficient: 1094
Taxonomy Path: 15.13
Taxonomy Name:
Products with this tag: 16
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 1094 | 5.024096 | 15.13 | 13.15 (13*83 + 15) | Yes | |
| 928 | 5.120482 | 15.11 | 11.15 (11*83 + 15) | No | |
| 27820 | 5.120482 | 15.3.4 | 4.3.15 (4*83^2 + 3*83 + 15) | No | |
| 0 | 12.000000 | 0 | 0 (0) | No | |
| 20835 | 15.000000 | 2.2.3 | 3.2.2 (3*83^2 + 2*83 + 2) | No |
These are the training products that have the "TOTE" tag (processing sequence 2911). 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 |
|---|---|---|---|---|---|---|---|
| 31815 | Monogrammed Camel Jet Setter Toiletry Bag | 27820 | none | 26726 | none | ||
| 12341 | Custom Order | 20835 | none | 19741 | BAG, BACKPACK, BOWL | ||
| 25081 | Copper Tan Eye Embellished Tote | 1094 | none | 0 | none | ||
| 30784 | Black Textured Cameron Wallet | 1094 | none | 0 | WALLET | ||
| 31818 | Monogrammed Ivory Crocodile Work Purse | 1094 | none | 0 | none | ||
| 20921 | Go Vegan Revolution Logo With Text Tote Bag - Assorted Colors | 1094 | none | 0 | BAG, HEALTHY | ||
| 31819 | Monogrammed Camel Crocodile Work Purse | 1094 | none | 0 | none | ||
| 31824 | Monogrammed Ivory Crocodile Purse | 1094 | none | 0 | none | ||
| 31825 | Ivory Textured Cameron Wallet | 1094 | none | 0 | WALLET | ||
| 31828 | Monogrammed Camel Textured Audrey Purse | 1094 | none | 0 | none | ||
| 31886 | Monogrammed Gold Clear Purse | 1094 | none | 0 | none | ||
| 33168 | Vida Slouchy Tote - Spring Fiesta | 928 | none | -166 | none | ||
| 31814 | Monogrammed Orange and Hot Pink Leopard Neoprene Tote Bag | 0 | NEOPRENE | -1094 | PATTERN | ||
| 31808 | Monogrammed Rose Gold Leopard Neoprene Tote Bag | 0 | NEOPRENE | -1094 | PATTERN | ||
| 31807 | Monogrammed Teal Stripe Neoprene Tote Bag | 0 | NEOPRENE | -1094 | PATTERN | ||
| 31885 | Monogrammed Mint Nylon Kids Backpack | 0 | FASHION BACKPACK | -1094 | NYLON |