Fold 4 - Understanding why coefficient 178 was selected
Tag: RELAXED & CLEAR
Selected Coefficient: 178
Taxonomy Path: 20.2
Taxonomy Name: Religious & Ceremonial > Religious Items
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 178 | 2.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | Yes |
| 0 | 2.000160 | 0 | 0 (0) | No | |
| 4986559 | 2.000160 | 0.0.9.10 | 10.9.0.0 (10*79^3 + 9*79^2) | No |
These are the training products that have the "RELAXED & CLEAR" tag (processing sequence 3277). 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 |
|---|---|---|---|---|---|---|---|
| 8242 | Chakra Healing Lotion Candle Number 6 | 4986559 | ALKEMIE | 4986381 | VERISHOP | ||
| 6535 | Crown Chakra Ritual Kit | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 6572 | Third Eye Chakra Ritual Kit | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 8249 | Chakra Healing Lotion Number 7 | 0 | ALKEMIE | -178 | none |