Fold 3 - Understanding why coefficient 18975 was selected
Tag: BAGS AND TOTES
Selected Coefficient: 18975
Taxonomy Path: 15.3.3
Taxonomy Name: Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 18975 | 0.012658 | 15.3.3 | 3.3.15 (3*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | Yes |
| 726 | 0.025316 | 15.9 | 9.15 (9*79 + 15) | Luggage & Bags > Luggage Accessories | No |
These are the training products that have the "BAGS AND TOTES" tag (processing sequence 2386). 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 |
|---|---|---|---|---|---|---|---|
| 17788 | Beauty Case - Flower Bloom | 18975 | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | none | 0 | BATH AND BEAUTY | |
| 18070 | Make Up Bag - Vogue | 18975 | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | none | 0 | BATH AND BEAUTY | |
| 17944 | Magical Unicorn Travel Cushion | 726 | Luggage & Bags > Luggage Accessories | none | -18249 | UNICORN |