Fold 4 - Understanding why coefficient -251 was selected
Tag: CANDLES
Selected Coefficient: -251
Taxonomy Path: -14.3
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -251 | 1.000000 | -14.3 | -3.14 (-(3*79 + 14)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "CANDLES" tag (processing sequence 3143). 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 | 0 | ALKEMIE | 251 | Home & Garden > Decor | VERISHOP | |
| 8556 | Triple Moon - Magic Candle Holder | -251 | MOTHERS, CANDLE HOLDER | 0 | none |