Fold 0 - Understanding why coefficient 137461 was selected
Tag: CHRISTMAS PRESSIE
Selected Coefficient: 137461
Taxonomy Path: 1.2.22
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Neck Gaiters
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? |
|---|---|---|---|---|---|
| 137461 | 1.012818 | 1.2.22 | 22.2.1 (22*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Neck Gaiters | Yes |
| 162425 | 1.012818 | 1.2.26 | 26.2.1 (26*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
| 62885 | 1.025316 | 1.6.10 | 10.6.1 (10*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Watch Accessories | No |
| -149468 | 3.000000 | -0.75.23 | -23.75.0 (-(23*79^2 + 75*79)) | No |
These are the training products that have the "CHRISTMAS PRESSIE" tag (processing sequence 3137). 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 |
|---|---|---|---|---|---|---|---|
| 177 | ... | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 24964 | none | |
| 167 | . | 137461 | Apparel & Accessories > Clothing Accessories > Neck Gaiters | none | 0 | none | |
| 316 | Twisty Wristees - Red with rust flash | 62885 | Apparel & Accessories > Jewelry > Watch Accessories | HAND MADE, EOL, SCARVESANDSNOODS, WOMEN'S GIFT | -74576 | none | |
| 286 | Snood - Rust | -149468 | HAND MADE, PLEATED FLEECE SCARF, SCARVESANDSNOODS | -286929 | none |