Fold 4 - Understanding why coefficient -7474733 was selected
Tag: PAJAMAS
Selected Coefficient: -7474733
Taxonomy Path: -2.2.6.13
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| -7474733 | 5.000000 | -2.2.6.13 | -13.6.2.2 (-(13*83^3 + 6*83^2 + 2*83 + 2)) | Yes | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| -5070388 | 6.000145 | -1.1.72.8 | -8.72.1.1 (-(8*83^3 + 72*83^2 + 83 + 1)) | No | |
| -2404345 | 6.000145 | -1.1.17.4 | -4.17.1.1 (-(4*83^3 + 17*83^2 + 83 + 1)) | No |
These are the training products that have the "PAJAMAS" tag (processing sequence 4591). 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 | 0 | SEXY DRESS, SHORT SLEEVE, MICROMODAL | 7474733 | none | ||
| 11270 | Luxury Dog Pajama Top | 0 | PJS | 7474733 | SHIRT | ||
| 31661 | Fruit and Veggies Ladies Lounge Set | 0 | MONOGRAM SLIDESHOW | 7474733 | none | ||
| 31660 | Fruit and Veggies Mini Lounge Set | -2404345 | 2T, MONOGRAM SLIDESHOW | 5070388 | none | ||
| 25544 | Vasanta Colour Burst - 2 piece pyjama set | -5070388 | PJS | 2404345 | SETS | ||
| 11276 | Cartoon Pyjama Dog Rompers | -7474733 | PJS, PLAYSUIT | 0 | none | ||
| 10728 | Itty Bitty Dog Jammies | -7474733 | PJS, PLAYSUIT | 0 | none | ||
| 11204 | Big Dog Pattern PJ's | -7474733 | PYJAMA, PJS | 0 | none |