Fold 3 - Understanding why coefficient 96 was selected
Tag: FLOWER ESSENCE SETS
Selected Coefficient: 96
Taxonomy Path: 13.1
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 96 | 3.012339 | 13.1 | 1.13 (83 + 13) | Yes | |
| 110320 | 3.012339 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | No | |
| 4179825067 | 3.012339 | 13.1.9.6.5.1 | 1.5.6.9.1.13 (3939040643 + 5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| 138042 | 3.036145 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | No | |
| 0 | 4.000145 | 0 | 0 (0) | No | |
| 110224 | 4.000290 | 0.0.16 | 16.0.0 (16*83^2) | No |
These are the training products that have the "FLOWER ESSENCE SETS" tag (processing sequence 4196). 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 |
|---|---|---|---|---|---|---|---|
| 19833 | Set of the Tree II Flower Essences | 4179825067 | none | 4179824971 | FLOWER ESSENCES, TREE II ESSENCES | ||
| 19830 | Set of Forest Floor Flower Essences | 138042 | none | 137946 | FLOWER ESSENCES, FOREST FLOOR ESSENCES | ||
| 19831 | Set of Tree I Flower Essences | 110320 | none | 110224 | TREE I ESSENCES | ||
| 19829 | Set of Chakra Flower Essences | 110224 | CHAKRA ESSENCES | 110128 | FLOWER ESSENCES | ||
| 19827 | Complete Flower Essence Box Sets | 96 | none | 0 | FLOWER ESSENCES | ||
| 19832 | Set of Shrub Flower Essences | 0 | SHRUB ESSENCES | -96 | FLOWER ESSENCES | ||
| 19828 | Set of At-Risk Flower Essences | 0 | AT-RISK ESSENCES | -96 | FLOWER ESSENCES |