Fold 2 - Understanding why coefficient -3039447 was selected
Tag: HATS
Selected Coefficient: -3039447
Taxonomy Path: -1.1.13.6
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? |
|---|---|---|---|---|---|
| -3039447 | 2.000000 | -1.1.13.6 | -6.13.1.1 (-(6*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -49928 | 2.000000 | -0.0.8 | -8.0.0 (-(8*79^2)) | No | |
| 3488879 | 2.000000 | 2.2.6.7 | 7.6.2.2 (7*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hats | No |
These are the training products that have the "HATS" tag (processing sequence 3743). 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 |
|---|---|---|---|---|---|---|---|
| 10603 | Sunnytime Trucker Dog Caps | 3488879 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Hats | none | 6528326 | none | |
| 13006 | Hip Hip Hooray Party Hats, Assorted, 7" | 9 ct | -49928 | WEARABLES | 2989519 | none | ||
| 24630 | Daisy Swim Hat Final Sale - White Poppy | -3039447 | SS23 | 0 | none |