Fold 1 - Understanding why coefficient 661428 was selected
Tag: CASUALS
Selected Coefficient: 661428
Taxonomy Path: 1.1.13.1
Taxonomy Name:
Products with this tag: 11
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 661428 | 1.000294 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | Yes | |
| 4092150 | 1.000303 | 1.1.13.7 | 7.13.1.1 (7*83^3 + 13*83^2 + 83 + 1) | No | |
| 4663937 | 1.000303 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| 27640 | 1.001306 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No | |
| 1811891 | 1.001306 | 1.1.14.3 | 3.14.1.1 (3*83^3 + 14*83^2 + 83 + 1) | No | |
| 0 | 10.000000 | 0 | 0 (0) | No |
These are the training products that have the "CASUALS" tag (processing sequence 4254). 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 |
|---|---|---|---|---|---|---|---|
| 29776 | Tarin Everyday Top - White 28018 | 4663937 | none | 4002509 | none | ||
| 30015 | Maxi Shirt - White 27962 | 4092150 | none | 3430722 | SHIRT | ||
| 29972 | Drawstring Short - White 27702 | 1811891 | none | 1150463 | SHORTS | ||
| 29783 | Tarin Everyday Top - Lavender 28018 | 661428 | none | 0 | none | ||
| 29784 | Tarin Everyday Top - Black 28018 | 661428 | none | 0 | none | ||
| 30032 | Button Front Top - Stripe 27185 | 661428 | none | 0 | none | ||
| 29885 | V Long Sleeve Core Top - Ivory 18109 | 661428 | none | 0 | none | ||
| 29777 | Tarin Everyday Top - Melon 28018 | 661428 | none | 0 | none | ||
| 29782 | Tarin Everyday Top - Wedgwood 28018 | 661428 | none | 0 | none | ||
| 30088 | Flounce Dress - Mandarin 27332 | 27640 | none | -633788 | DRESS | ||
| 30100 | Essentials Long Sleeve Top - Black 24474 | 0 | T-SHIRT | -661428 | none |