Fold 2 - Understanding why coefficient 251 was selected
Tag: FATHERS DAY
Selected Coefficient: 251
Taxonomy Path: 14.3
Taxonomy Name: Home & Garden > Decor
Products with this tag: 7
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 251 | 5.012658 | 14.3 | 3.14 (3*79 + 14) | Home & Garden > Decor | Yes |
| 7124 | 5.012658 | 14.11.1 | 1.11.14 (6241 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Barware | No |
| -6241 | 6.000000 | -0.0.1 | -1.0.0 (-(6241)) | No | |
| 12816 | 6.000000 | 18.4.2 | 2.4.18 (2*79^2 + 4*79 + 18) | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | No |
| 137461 | 6.000000 | 1.2.22 | 22.2.1 (22*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Neck Gaiters | No |
| 6419 | 6.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
| 5 | 6.000000 | 5 | 5 (5) | Bundles | No |
These are the training products that have the "FATHERS DAY" tag (processing sequence 1351). 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 |
|---|---|---|---|---|---|---|---|
| 10957 | I am an American | Right to Bear Arms | 137461 | Apparel & Accessories > Clothing Accessories > Neck Gaiters | none | 137210 | none | |
| 8593 | Colourful Seasame Street Inspired Fine Tip Gel Pens, Pack of 4 | 12816 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | 12565 | none | |
| 8603 | Mum's Gin Stemless Glass with Gold Text | 7124 | Home & Garden > Kitchen & Dining > Barware | none | 6873 | none | |
| 14109 | Greenstone & Paua Shell Rosary, Saint Joseph Center (Nephrite Jade & Abalone) | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 6168 | NEW FEB 2023 | |
| 8515 | Sun and Moon Gift Bags - 2 Sizes 3 Colours 23cm and 33cm | 251 | Home & Garden > Decor | none | 0 | none | |
| 8526 | Time to Relax Round Mug and Sock Gift Set | 5 | Bundles | none | -246 | none | |
| 8556 | Triple Moon - Magic Candle Holder | -6241 | CANDLES, BEST SELLER, BLACK MAGIC | -6492 | HALLOWEEN, MOTHERS |