Fold 2 - Understanding why coefficient -1098246 was selected
Tag: INSECT BITES
Selected Coefficient: -1098246
Taxonomy Path: -67.76.17.2
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -1098246 | 2.000000 | -67.76.17.2 | -2.17.76.67 (-(2*79^3 + 17*79^2 + 76*79 + 67)) | Yes | |
| 580570 | 2.000000 | 78.1.14.1 | 1.14.1.78 (493039 + 14*79^2 + 79 + 78) | No | |
| 116381192 | 2.000000 | 51.66.3.78.2 | 2.78.3.66.51 (2*79^4 + 78*79^3 + 3*79^2 + 66*79 + 51) | No |
These are the training products that have the "INSECT BITES" tag (processing sequence 1751). 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! | 116381192 | ORGANIC, ALL AGES, BATHROOM, BIO-DEGRADABLE, BIODEGRADABLE | 117479438 | PERSONAL CARE | ||
| 3069 | Absolute Essential Aloe Vera Gel (Organic) | 580570 | BATHROOM | 1678816 | SUN | ||
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | -1098246 | BEACH | 0 | MANUKA |