Fold 4 - Understanding why coefficient 7124 was selected
Tag: FATHERS DAY
Selected Coefficient: 7124
Taxonomy Path: 14.11.1
Taxonomy Name: Home & Garden > Kitchen & Dining > Barware
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? |
|---|---|---|---|---|---|
| 7124 | 3.000000 | 14.11.1 | 1.11.14 (6241 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Barware | Yes |
| 12816 | 3.000000 | 18.4.2 | 2.4.18 (2*79^2 + 4*79 + 18) | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | No |
| 2041057 | 3.000000 | 13.3.11.4 | 4.11.3.13 (4*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | No |
| 199319950 | 3.000000 | 27.14.21.9.5 | 5.9.21.14.27 (5*79^4 + 9*79^3 + 21*79^2 + 14*79 + 27) | No |
These are the training products that have the "FATHERS DAY" tag (processing sequence 4358). 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 | 199319950 | MOTHERS | 199312826 | none | ||
| 8556 | Triple Moon - Magic Candle Holder | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | CANDLE HOLDER, MOTHERS | 2033933 | none | |
| 8593 | Colourful Seasame Street Inspired Fine Tip Gel Pens, Pack of 4 | 12816 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | 5692 | none | |
| 8603 | Mum's Gin Stemless Glass with Gold Text | 7124 | Home & Garden > Kitchen & Dining > Barware | none | 0 | none |