Fold 2 - Understanding why coefficient -24964 was selected
Tag: CHRISTMAS PRESSIE
Selected Coefficient: -24964
Taxonomy Path: -0.0.4
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -24964 | 2.000320 | -0.0.4 | -4.0.0 (-(4*79^2)) | Yes | |
| 0 | 2.000320 | 0 | 0 (0) | No | |
| 24964 | 2.000320 | 0.0.4 | 4.0.0 (4*79^2) | No | |
| 137461 | 3.000160 | 1.2.22 | 22.2.1 (22*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Neck Gaiters | No |
| 162425 | 3.000160 | 1.2.26 | 26.2.1 (26*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
These are the training products that have the "CHRISTMAS PRESSIE" tag (processing sequence 3690). 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 | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none |
| 167 | . | 137461 | Apparel & Accessories > Clothing Accessories > Neck Gaiters | none | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none |
| 316 | Twisty Wristees - Red with rust flash | 24964 | EOL | 49928 | none | ||
| 287 | Snood - Wine | 0 | PLEATED FLEECE SCARF | 24964 | none | ||
| 286 | Snood - Rust | -24964 | PLEATED FLEECE SCARF | 0 | none |