Fold 0 - Understanding why coefficient -15 was selected
Tag: BLACK FRIDAY
Selected Coefficient: -15
Taxonomy Path: -15
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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 | 1.000000 | -15 | -15 (-(15)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "BLACK FRIDAY" tag (processing sequence 3275). 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 |
|---|---|---|---|---|---|---|---|
| 4301 | Sprigs Men's Bomber Jacket | 0 | JACKET | 15 | Luggage & Bags | PLANT | |
| 2310 | Mini Micro Pave Disc Pendant Necklace | -15 | CHARM NECKLACE, GOLD NECKLACE, SILVER NECKLACE, MOTHER'S DAY GIFT | 0 | GRADUATION, LUCKY, VALENTINE'S DAY |