Fold 2 - Understanding why coefficient 726 was selected
Tag: BAGS AND TOTES
Selected Coefficient: 726
Taxonomy Path: 15.9
Taxonomy Name: Luggage & Bags > Luggage Accessories
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 726 | 1.025477 | 15.9 | 9.15 (9*79 + 15) | Luggage & Bags > Luggage Accessories | Yes |
| 50654 | 1.025637 | 15.9.8 | 8.9.15 (8*79^2 + 9*79 + 15) | Luggage & Bags > Luggage Accessories > Travel Pouches | No |
| 18975 | 1.037975 | 15.3.3 | 3.3.15 (3*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | No |
| -1997429 | 5.000000 | -72.3.4.4 | -4.4.3.72 (-(4*79^3 + 4*79^2 + 3*79 + 72)) | No |
These are the training products that have the "BAGS AND TOTES" tag (processing sequence 3970). 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 |
|---|---|---|---|---|---|---|---|
| 17966 | Lucky Cat Coin Purse - Hot Pink | 50654 | Luggage & Bags > Luggage Accessories > Travel Pouches | none | 49928 | none | |
| 17788 | Beauty Case - Flower Bloom | 18975 | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | none | 18249 | BATH AND BEAUTY | |
| 18070 | Make Up Bag - Vogue | 18975 | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | none | 18249 | BATH AND BEAUTY | |
| 17944 | Magical Unicorn Travel Cushion | 726 | Luggage & Bags > Luggage Accessories | none | 0 | none | |
| 18124 | Card Holder Wallet | 726 | Luggage & Bags > Luggage Accessories | none | 0 | none | |
| 17880 | Gentlemen's Toiletry Bag | -1997429 | BOY OTHER | -1998155 | BATH AND BEAUTY |