Fold 1 - Understanding why coefficient -56578942 was selected
Tag: HOLIDAY FAVORITE
Selected Coefficient: -56578942
Taxonomy Path: -0.78.78.15.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -56578942 | 2.000000 | -0.78.78.15.1 | -1.15.78.78.0 (-(47458321 + 15*83^3 + 78*83^2 + 78*83)) | Yes | |
| 20767 | 3.000000 | 17.1.3 | 3.1.17 (3*83^2 + 83 + 17) | No | |
| 2866834 | 3.000000 | 14.12.1.5 | 5.1.12.14 (5*83^3 + 6889 + 12*83 + 14) | No |
These are the training products that have the "HOLIDAY FAVORITE" tag (processing sequence 4820). 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 |
|---|---|---|---|---|---|---|---|
| 19496 | Gnat Sticky Trap | 2866834 | none | 59445776 | PLANT CARE | ||
| 19459 | How Not To Kill Your Houseplant by Veronica Peerless | 20767 | none | 56599709 | none | ||
| 19472 | Loop Gravel Hanging Planter | -56578942 | PLANTER | 0 | none | ||
| 19489 | Eco Mustard Wall Planter | -56578942 | PLANTER | 0 | TRADE |