Fold 3 - 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 | |
| -20364 | 3.000000 | -58.2.4 | -4.2.58 (-(4*71^2 + 2*71 + 58)) | No | |
| 10384 | 3.000000 | 18.4.2 | 2.4.18 (2*71^2 + 4*71 + 18) | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | No |
| 761191 | 3.000000 | 0.0.9.2 | 2.9.0.0 (2*71^3 + 9*71^2) | No |
These are the training products that have the "FATHERS DAY" tag (processing sequence 1154). 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 |
|---|---|---|---|---|---|---|---|
| 8556 | Triple Moon - Magic Candle Holder | 761191 | CANDLES | 781777 | none | ||
| 8593 | Colourful Seasame Street Inspired Fine Tip Gel Pens, Pack of 4 | 10384 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | 30970 | none | |
| 8515 | Sun and Moon Gift Bags - 2 Sizes 3 Colours 23cm and 33cm | -20364 | MOTHERS DAY | 222 | Food, Beverages & Tobacco > Tobacco Products | none | |
| 8526 | Time to Relax Round Mug and Sock Gift Set | -20586 | MOTHERS DAY | 0 | none |