Fold 1 - Understanding why coefficient 96 was selected
Tag: CHAKRA ESSENCES
Selected Coefficient: 96
Taxonomy Path: 13.1
Taxonomy Name:
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 96 | 1.000581 | 13.1 | 1.13 (83 + 13) | Yes | |
| 110320 | 1.000726 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | No | |
| 0 | 9.000000 | 0 | 0 (0) | No |
These are the training products that have the "CHAKRA ESSENCES" tag (processing sequence 4455). 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 |
|---|---|---|---|---|---|---|---|
| 19726 | Sixth Chakra Essence: Throat | 110320 | none | 110224 | none | ||
| 19720 | Seventh Chakra Essence: Knowing | 110320 | none | 110224 | none | ||
| 19839 | Fourth Chakra Essence: Heart | 110320 | none | 110224 | none | ||
| 19968 | Third Chakra Essence: Interfacing | 110320 | none | 110224 | none | ||
| 19893 | Ninth Chakra Essence: Fountain | 96 | none | 0 | none | ||
| 19836 | Fifth Chakra Essence: Opening | 96 | none | 0 | none | ||
| 19821 | Eighth Chakra: Crown | 96 | none | 0 | none | ||
| 19718 | Second Chakra Essence: Creating | 96 | none | 0 | none | ||
| 19837 | First Chakra Essence: Birth | 96 | none | 0 | none | ||
| 19829 | Set of Chakra Flower Essences | 0 | FLOWER ESSENCE SETS | -96 | FLOWER ESSENCES |