Fold 0 - Understanding why coefficient -2504138 was selected
Tag: MOTHERS
Selected Coefficient: -2504138
Taxonomy Path: -75.18.6.5
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? |
|---|---|---|---|---|---|
| -2504138 | 2.000000 | -75.18.6.5 | -5.6.18.75 (-(5*79^3 + 6*79^2 + 18*79 + 75)) | Yes | |
| 169206159 | 2.000000 | 9.2.15.27.4 | 4.27.15.2.9 (4*79^4 + 27*79^3 + 15*79^2 + 2*79 + 9) | No | |
| 208668410 | 2.000000 | 22.7.18.28.5 | 5.28.18.7.22 (5*79^4 + 28*79^3 + 18*79^2 + 7*79 + 22) | No |
These are the training products that have the "MOTHERS" tag (processing sequence 4079). 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 | 208668410 | LIVER, GENTLE | 211172548 | BABIES, INFANTS, MENOPAUSE | ||
| 3082 | Absolute Essential Calm Birth (Organic) | 169206159 | DIFFUSION, FAIR TRADE, MATERNITY, GENTLE | 171710297 | none | ||
| 8556 | Triple Moon - Magic Candle Holder | -2504138 | CANDLE HOLDER, HALLOWEEN, WITCHES | 0 | none |