Fold 3 - Understanding why coefficient 1972156 was selected
Tag: PAJAMAS
Selected Coefficient: 1972156
Taxonomy Path: 0.0.0.4
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 3
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 | 1.000002 | 0.0.0.4 | 4.0.0.0 (4*79^3) | Yes | |
| 0 | 1.000008 | 0 | 0 (0) | No | |
| -4474957 | 5.000000 | -2.2.6.9 | -9.6.2.2 (-(9*79^3 + 6*79^2 + 2*79 + 2)) | No |
These are the training products that have the "PAJAMAS" tag (processing sequence 2257). 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 |
|---|---|---|---|---|---|---|---|
| 10728 | Itty Bitty Dog Jammies | 1972156 | AUTUMN / WINTER | 0 | ROMPERS & OVERALLS, SALE, SPRING / SUMMER | ||
| 11204 | Big Dog Pattern PJ's | 1972156 | AUTUMN / WINTER | 0 | ROMPERS & OVERALLS, SPRING / SUMMER, BIG DOG | ||
| 11276 | Cartoon Pyjama Dog Rompers | 1972156 | AUTUMN / WINTER | 0 | ROMPERS & OVERALLS | ||
| 11285 | Patterned Dog PJ's | 1972156 | AUTUMN / WINTER | 0 | ROMPERS & OVERALLS, SPRING / SUMMER | ||
| 283 | EZ Dress, SHEER Jersey | 0 | JERSEY | -1972156 | SLEEPWEAR | ||
| 11270 | Luxury Dog Pajama Top | -4474957 | SHIRT, AUTUMN / WINTER | -6447113 | SPRING / SUMMER |