Fold 1 - Understanding why coefficient 1048568 was selected
Tag: AVALANCHE KID'S
Selected Coefficient: 1048568
Taxonomy Path: 1.1.10.2
Taxonomy Name: Apparel & Accessories > Clothing > Outerwear > Coats & Jackets
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? |
|---|---|---|---|---|---|
| 1048568 | 1.000160 | 1.1.10.2 | 2.10.1.1 (2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | Yes |
| 429499459 | 1.000160 | 1.1.10.2.11 | 11.2.10.1.1 (11*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets | No |
| 4025525 | 1.000320 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "AVALANCHE KID'S" tag (processing sequence 712). 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 |
|---|---|---|---|---|---|---|---|
| 837 | Avalanche Girls F/Z Fleece Fan Gear | 429499459 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets | none | 428450891 | none | |
| 1188 | Avalanche Youth S/S Game Ready Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 2976957 | none | |
| 770 | Avalanche Girls Cropped Chainstitch Hoody | 1048568 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | none | 0 | none | |
| 1187 | Avalanche Youth Road Lord Stanley Jersey | 0 | AVALANCHE JERSEY | -1048568 | none |