Fold 1 - 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: 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? |
|---|---|---|---|---|---|
| 726 | 1.012818 | 15.9 | 9.15 (9*79 + 15) | Luggage & Bags > Luggage Accessories | Yes |
| 50654 | 1.012818 | 15.9.8 | 8.9.15 (8*79^2 + 9*79 + 15) | Luggage & Bags > Luggage Accessories > Travel Pouches | No |
| 18975 | 1.025316 | 15.3.3 | 3.3.15 (3*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "BAGS AND TOTES" tag (processing sequence 4298). 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 | |
| 18124 | Card Holder Wallet | 726 | Luggage & Bags > Luggage Accessories | none | 0 | none | |
| 17880 | Gentlemen's Toiletry Bag | 0 | BOY OTHER | -726 | BATH AND BEAUTY, BOY GIFT |