Fold 1 - Understanding why coefficient 568 was selected
Tag: ASRV
Selected Coefficient: 568
Taxonomy Path: 15.7
Taxonomy Name: Luggage & Bags > Fanny Packs
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 568 | 3.025316 | 15.7 | 7.15 (7*79 + 15) | Luggage & Bags > Fanny Packs | Yes |
| 805 | 3.025316 | 15.10 | 10.15 (10*79 + 15) | Luggage & Bags > Messenger Bags | No |
| 2571451 | 5.012658 | 1.2.17.5 | 5.17.2.1 (5*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Bucket Hats | No |
| 624249864 | 5.012658 | 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 |
| 12482 | 6.000000 | 0.0.2 | 2.0.0 (2*79^2) | No |
These are the training products that have the "ASRV" tag (processing sequence 4173). 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 |
|---|---|---|---|---|---|---|---|
| 8855 | ASRV Tetra-Lite™ Quarter Zip Jacket - Black | 624249864 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers | none | 624249296 | COATS-JACKETS | |
| 8987 | ASRV Hipora® Bucket Hat - Black | 2571451 | Apparel & Accessories > Clothing Accessories > Hats > Bucket Hats | none | 2570883 | HATS | |
| 8988 | ASRV Tetra-Lite™ 2-in-1 Legging Cargo Shorts - Black | 12482 | ALL-PANTS | 11914 | none | ||
| 9008 | ASRV Waterproof Cordura® Crossbody Bag - Black | 805 | Luggage & Bags > Messenger Bags | none | 237 | BAGS | |
| 9009 | ASRV Waterproof Cordura® Crossbody Bag - Grey Reflective | 805 | Luggage & Bags > Messenger Bags | none | 237 | BAGS | |
| 9006 | ASRV Waterproof Cordura® Chest Bag - Black | 568 | Luggage & Bags > Fanny Packs | none | 0 | BAGS | |
| 9007 | ASRV Waterproof Cordura® Chest Bag - Grey Reflective | 568 | Luggage & Bags > Fanny Packs | none | 0 | BAGS |