Fold 4 - Understanding why coefficient 5836 was selected
Tag: FATHERS DAY
Selected Coefficient: 5836
Taxonomy Path: 14.11.1
Taxonomy Name: Home & Garden > Kitchen & Dining > Barware
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 5836 | 2.014283 | 14.11.1 | 1.11.14 (5041 + 11*71 + 14) | Home & Garden > Kitchen & Dining > Barware | Yes |
| 128899165 | 2.014283 | 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 |
| 227 | 2.028169 | 14.3 | 3.14 (3*71 + 14) | Home & Garden > Decor | No |
| 10384 | 4.000000 | 18.4.2 | 2.4.18 (2*71^2 + 4*71 + 18) | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | No |
| 761191 | 4.000000 | 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 1142). 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 | 128893329 | FOR GIRLS | |
| 8556 | Triple Moon - Magic Candle Holder | 761191 | CANDLES | 755355 | none | ||
| 8593 | Colourful Seasame Street Inspired Fine Tip Gel Pens, Pack of 4 | 10384 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | 4548 | FOR GIRLS | |
| 8603 | Mum's Gin Stemless Glass with Gold Text | 5836 | Home & Garden > Kitchen & Dining > Barware | none | 0 | none | |
| 8515 | Sun and Moon Gift Bags - 2 Sizes 3 Colours 23cm and 33cm | 227 | Home & Garden > Decor | none | -5609 | FOR GIRLS |