Fold 2 - Understanding why coefficient -505521 was selected
Tag: JACKETS
Selected Coefficient: -505521
Taxonomy Path: -0.0.2.1
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -505521 | 2.000160 | -0.0.2.1 | -1.2.0.0 (-(493039 + 2*79^2)) | Yes | |
| 227765295 | 2.000160 | 0.0.76.66.5 | 5.66.76.0.0 (5*79^4 + 66*79^3 + 76*79^2) | No | |
| 624249864 | 3.000000 | 1.1.10.2.16 | 16.2.10.1.1 (16*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers | No |
| 631196177 | 3.000000 | 2.2.17.16.16 | 16.16.17.2.2 (16*79^4 + 16*79^3 + 17*79^2 + 2*79 + 2) | No |
These are the training products that have the "JACKETS" tag (processing sequence 1810). 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 |
|---|---|---|---|---|---|---|---|
| 1473 | Bass Coast x Gazzy Unisex Oversized Windbreaker | 631196177 | XS, GAZZY BY GAZZO | 631701698 | none | ||
| 12589 | LEFROY Eco Softshell Jacket - Men's (Q817722) | 624249864 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers | none | 624755385 | none | |
| 8970 | Woodpeck MJacket FW22 Bumneste | 227765295 | GREEN | 228270816 | none | ||
| 2420 | Suzie Blue Tie Dye Kaftan & Trousers Co-Ord | -505521 | FITS SIZE 16 | 0 | none |