Fold 2 - Understanding why coefficient -1048655 was selected
Tag: PERSONAL CARE
Selected Coefficient: -1048655
Taxonomy Path: -9.2.10.2
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? |
|---|---|---|---|---|---|
| -1048655 | 1.000000 | -9.2.10.2 | -2.10.2.9 (-(2*79^3 + 10*79^2 + 2*79 + 9)) | Yes | |
| 117479438 | 1.000000 | 39.64.21.1.3 | 3.1.21.64.39 (3*79^4 + 493039 + 21*79^2 + 64*79 + 39) | No |
These are the training products that have the "PERSONAL CARE" tag (processing sequence 2288). 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 |
|---|---|---|---|---|---|---|---|
| 3165 | PATCH Body Strap Tape - ON SALE! | 117479438 | ORGANIC, ALL AGES, BATHROOM, BIO-DEGRADABLE, BIODEGRADABLE, INSECT BITES | 118528093 | none | ||
| 4939 | Redecker 'Whale' Children's Nail Brush | -1048655 | HAIR CARE | 0 | PERTH |