Fold 0 - Understanding why coefficient -20586 was selected
Tag: FATHERS DAY
Selected Coefficient: -20586
Taxonomy Path: -67.5.4
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -20586 | 3.000000 | -67.5.4 | -4.5.67 (-(4*71^2 + 5*71 + 67)) | Yes | |
| -14755 | 3.000000 | -58.65.2 | -2.65.58 (-(2*71^2 + 65*71 + 58)) | No | |
| -5041 | 3.000000 | -0.0.1 | -1.0.0 (-(5041)) | No | |
| 128899165 | 3.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*71^4 + 5*71^3 + 10*71^2 + 11*71 + 14) | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | No |
These are the training products that have the "FATHERS DAY" tag (processing sequence 1152). 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 | 128899165 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none | 128919751 | none | |
| 8556 | Triple Moon - Magic Candle Holder | -5041 | CANDLES | 15545 | none | ||
| 8603 | Mum's Gin Stemless Glass with Gold Text | -14755 | MOTHERS DAY | 5831 | none | ||
| 8526 | Time to Relax Round Mug and Sock Gift Set | -20586 | MOTHERS DAY | 0 | none |