Fold 4 - Understanding why coefficient -493039 was selected
Tag: PLAYSUIT
Selected Coefficient: -493039
Taxonomy Path: -0.0.0.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -493039 | 0.000006 | -0.0.0.1 | -1.0.0.0 (-(493039)) | Yes | |
| 0 | 0.000006 | 0 | 0 (0) | No | |
| -5423429 | 0.000008 | -0.0.0.11 | -11.0.0.0 (-(11*79^3)) | No |
These are the training products that have the "PLAYSUIT" tag (processing sequence 2316). 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 | 0 | AUTUMN / WINTER, PAJAMAS | 493039 | ROMPERS & OVERALLS, SPRING / SUMMER | ||
| 11276 | Cartoon Pyjama Dog Rompers | 0 | AUTUMN / WINTER, PAJAMAS | 493039 | ROMPERS & OVERALLS | ||
| 11286 | 12 Different Varieties of Dog Rompers | -493039 | AUTUMN / WINTER | 0 | ROMPERS & OVERALLS, SPRING / SUMMER | ||
| 11317 | Jeans and Top Romper Outfit | -493039 | AUTUMN / WINTER | 0 | ROMPERS & OVERALLS | ||
| 10666 | Pastel Puffy Dog Rompers | -5423429 | AUTUMN / WINTER | -4930390 | ROMPERS & OVERALLS |