Fold 4 - Understanding why coefficient -493039 was selected
Tag: PAJAMAS
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 | 2.000000 | -0.0.0.1 | -1.0.0.0 (-(493039)) | Yes | |
| -6940152 | 4.000000 | -2.2.6.14 | -14.6.2.2 (-(14*79^3 + 6*79^2 + 2*79 + 2)) | No | |
| 3064332 | 4.000000 | 1.0.17.6 | 6.17.0.1 (6*79^3 + 17*79^2 + 1) | 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 |
|---|---|---|---|---|---|---|---|
| 281 | EZ Dress, LIGHT Jersey | 3064332 | LINGERIE, LOUNGE WEAR, MICROMODAL | 3557371 | none | ||
| 10728 | Itty Bitty Dog Jammies | -493039 | AUTUMN / WINTER | 0 | PLAYSUIT, ROMPERS & OVERALLS, SPRING / SUMMER | ||
| 11204 | Big Dog Pattern PJ's | -493039 | AUTUMN / WINTER | 0 | ROMPERS & OVERALLS, SPRING / SUMMER | ||
| 11276 | Cartoon Pyjama Dog Rompers | -493039 | AUTUMN / WINTER | 0 | PLAYSUIT, ROMPERS & OVERALLS | ||
| 11270 | Luxury Dog Pajama Top | -6940152 | SHIRT, AUTUMN / WINTER | -6447113 | SPRING / SUMMER |