Fold 4 - Understanding why coefficient -117349603 was selected
Tag: SPO-NOTIFY-ME-DISABLED
Selected Coefficient: -117349603
Taxonomy Path: -1.1.1.1.3
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? |
|---|---|---|---|---|---|
| -117349603 | 2.000000 | -1.1.1.1.3 | -3.1.1.1.1 (-(3*79^4 + 493039 + 6241 + 79 + 1)) | Yes | |
| -120495306 | 3.000000 | -3.4.31.7.3 | -3.7.31.4.3 (-(3*79^4 + 7*79^3 + 31*79^2 + 4*79 + 3)) | No | |
| -117268390 | 3.000000 | -0.0.67.0.3 | -3.0.67.0.0 (-(3*79^4 + 67*79^2)) | No |
These are the training products that have the "SPO-NOTIFY-ME-DISABLED" tag (processing sequence 3873). 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 |
|---|---|---|---|---|---|---|---|
| 8038 | Mens Silk Vest from BOGARi Studio Diamond Pattern 100% Silk Washable | -117268390 | SPO-DEFAULT | 81213 | Apparel & Accessories > Clothing > Clothing Tops | none | |
| 7973 | Mens Leather Jacket Pink Track Celebrity Style ( Pharrel Williams ) Nappa Sheepskin | -117349603 | 3XL, SPO-DEFAULT | 0 | none | ||
| 8010 | CD D C Mens Motorcycle Heavy Biker Vest 6 Pockets Blue Size Medium only | -117349603 | BIKER VEST, SPO-DEFAULT | 0 | none | ||
| 24630 | Daisy Swim Hat Final Sale - White Poppy | -120495306 | SS23, HATS, SPO-DEFAULT | -3145703 | none |