Fold 1 - Understanding why coefficient -1098246 was selected
Tag: INSECT BITES
Selected Coefficient: -1098246
Taxonomy Path: -67.76.17.2
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? |
|---|---|---|---|---|---|
| -1098246 | 1.000000 | -67.76.17.2 | -2.17.76.67 (-(2*79^3 + 17*79^2 + 76*79 + 67)) | Yes | |
| 3036190318 | 1.000000 | 66.78.8.75.77 | 77.75.8.78.66 (77*79^4 + 75*79^3 + 8*79^2 + 78*79 + 66) | No |
These are the training products that have the "INSECT BITES" tag (processing sequence 1753). 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! | 3036190318 | ORGANIC, ALL AGES, BATHROOM, BIO-DEGRADABLE, BIODEGRADABLE | 3037288564 | PERSONAL CARE, SKIN INFECTION | ||
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | -1098246 | BEACH | 0 | MANUKA, TOPICAL REMEDIES |