Fold 1 - Understanding why coefficient -12482417 was selected
Tag: CRADLE CAP
Selected Coefficient: -12482417
Taxonomy Path: -22.5.25.25
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -12482417 | 1.000000 | -22.5.25.25 | -25.25.5.22 (-(25*79^3 + 25*79^2 + 5*79 + 22)) | Yes | |
| 393825823 | 1.000000 | 0.0.61.8.10 | 10.8.61.0.0 (10*79^4 + 8*79^3 + 61*79^2) | No |
These are the training products that have the "CRADLE CAP" tag (processing sequence 3257). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 393825823 | BIRTH CARE | 406308240 | LIVER, BABIES | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | -12482417 | FAIR TRADE, NOURISHING | 0 | CHILDREN'S, SKIN INFECTION, BABIES |