Fold 3 - Understanding why coefficient -197764900 was selected
Tag: MASSAGE
Selected Coefficient: -197764900
Taxonomy Path: -13.1.9.6.5
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -197764900 | 2.000160 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | Yes | |
| -1086026 | 2.000160 | -13.1.16.2 | -2.16.1.13 (-(2*79^3 + 16*79^2 + 79 + 13)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 392865264 | 3.000000 | 2.7.65.6.10 | 10.6.65.7.2 (10*79^4 + 6*79^3 + 65*79^2 + 7*79 + 2) | No |
These are the training products that have the "MASSAGE" tag (processing sequence 3827). 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 |
|---|---|---|---|---|---|---|---|
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 392865264 | NEWBORNS, ESSENTIAL, CRADLE CAP, INFANTS | 590630164 | RELAXATION | ||
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | 0 | GAS, ESSENTIAL | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | RELAXATION | |
| 3071 | Absolute Essential Argan Oil (Organic) | -1086026 | SCARS, ACNE, CRADLE CAP, INFANTS | 196678874 | HAIR CARE | ||
| 3139 | Nature's Kiss Antiflamme Joints | -197764900 | COLLAGEN, ARTHRITIS | 0 | none |