Fold 4 - Understanding why coefficient -138042 was selected
Tag: MOTHERS
Selected Coefficient: -138042
Taxonomy Path: -13.3.20
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -138042 | 2.000000 | -13.3.20 | -20.3.13 (-(20*83^2 + 3*83 + 13)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 240192302 | 2.000000 | 13.5.6.5.5 | 5.5.6.5.13 (5*83^4 + 5*83^3 + 6*83^2 + 5*83 + 13) | No |
These are the training products that have the "MOTHERS" tag (processing sequence 6264). 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 |
|---|---|---|---|---|---|---|---|
| 8541 | Let Me Consult My Crystals Rounded Mug Gold Crescent Moon | 240192302 | FOR GIRLS | 240330344 | none | ||
| 8556 | Triple Moon - Magic Candle Holder | 0 | CANDLE HOLDER | 138042 | none | ||
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | -138042 | DIFFUSION, GIFT SET | 0 | none |