Fold 1 - Understanding why coefficient -599277 was selected
Tag: SPOD
Selected Coefficient: -599277
Taxonomy Path: -62.1.17.1
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -599277 | 1.012658 | -62.1.17.1 | -1.17.1.62 (-(493039 + 17*79^2 + 79 + 62)) | Yes | |
| -573997 | 1.012658 | -62.76.12.1 | -1.12.76.62 (-(493039 + 12*79^2 + 76*79 + 62)) | No | |
| 4025525 | 2.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "SPOD" tag (processing sequence 2756). 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 |
|---|---|---|---|---|---|---|---|
| 10940 | Come And Take It Womens T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 4624802 | none | |
| 5348 | West Vigo HS Vikings Surf Shop - Sticker (Indoor/Outdoor) | -573997 | ACCESSORIES | 25280 | none | ||
| 5411 | Wiley HS Red Streaks - Wiley W - Sticker (Indoor/Outdoor) | -599277 | ACCESSORIES | 0 | none |