Fold 4 - Understanding why coefficient -2041057 was selected
Tag: MOTHERS
Selected Coefficient: -2041057
Taxonomy Path: -13.3.11.4
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? |
|---|---|---|---|---|---|
| -2041057 | 2.000000 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 197278893 | 2.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*79^4 + 5*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | No |
These are the training products that have the "MOTHERS" tag (processing sequence 4116). 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 | 197278893 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none | 199319950 | FATHERS DAY | |
| 8556 | Triple Moon - Magic Candle Holder | 0 | CANDLE HOLDER | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | FATHERS DAY | |
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | -2041057 | DIFFUSION, FAIR TRADE | 0 | none |