Fold 3 - Understanding why coefficient -96 was selected
Tag: FLOWER ESSENCES
Selected Coefficient: -96
Taxonomy Path: -13.1
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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 | 3.000145 | -13.1 | -1.13 (-(83 + 13)) | Yes | |
| 110128 | 3.000290 | 70.81.15 | 15.81.70 (15*83^2 + 81*83 + 70) | No | |
| 0 | 3.012193 | 0 | 0 (0) | No | |
| 4179824971 | 3.012193 | 0.0.9.6.5.1 | 1.5.6.9.0.0 (3939040643 + 5*83^4 + 6*83^3 + 9*83^2) | No | |
| 137946 | 3.024096 | 0.2.20 | 20.2.0 (20*83^2 + 2*83) | No |
These are the training products that have the "FLOWER ESSENCES" tag (processing sequence 4611). 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 | 4179824971 | FLOWER ESSENCE SETS | 4179825067 | TREE II ESSENCES | ||
| 19830 | Set of Forest Floor Flower Essences | 137946 | FLOWER ESSENCE SETS | 138042 | FOREST FLOOR ESSENCES | ||
| 19829 | Set of Chakra Flower Essences | 110128 | CHAKRA ESSENCES, FLOWER ESSENCE SETS | 110224 | none | ||
| 19827 | Complete Flower Essence Box Sets | 0 | FLOWER ESSENCE SETS | 96 | none | ||
| 19828 | Set of At-Risk Flower Essences | -96 | AT-RISK ESSENCES, FLOWER ESSENCE SETS | 0 | none | ||
| 19832 | Set of Shrub Flower Essences | -96 | SHRUB ESSENCES, FLOWER ESSENCE SETS | 0 | none |