Fold 3 - Understanding why coefficient -1972156 was selected
Tag: FORMAL WEAR
Selected Coefficient: -1972156
Taxonomy Path: -0.0.0.4
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -1972156 | 1.000004 | -0.0.0.4 | -4.0.0.0 (-(4*79^3)) | Yes | |
| 0 | 1.000004 | 0 | 0 (0) | No | |
| 1972156 | 1.000004 | 0.0.0.4 | 4.0.0.0 (4*79^3) | No | |
| 6447113 | 3.000000 | 2.2.6.13 | 13.6.2.2 (13*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts | No |
These are the training products that have the "FORMAL WEAR" tag (processing sequence 1440). 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 |
|---|---|---|---|---|---|---|---|
| 11103 | His & Hers Matching Formal Dog Shirts | 6447113 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shirts | none | 8419269 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Sweaters | SALE, SPRING / SUMMER |
| 11184 | Grey Formal Dog Romper & Vest | 1972156 | AUTUMN / WINTER | 3944312 | SPRING / SUMMER | ||
| 11057 | Pin Stripe Formal Dog Tuxedo | 0 | AUTUMN / WINTER | 1972156 | SPRING / SUMMER, BIG DOG | ||
| 11182 | Dog Suit Romper | -1972156 | AUTUMN / WINTER | 0 | SALE, SPRING / SUMMER |