Fold 3 - Understanding why coefficient -403280 was selected
Tag: STRIPED
Selected Coefficient: -403280
Taxonomy Path: -0.0.9.1
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -403280 | 3.000198 | -0.0.9.1 | -1.9.0.0 (-(357911 + 9*71^2)) | Yes | |
| 1789555 | 3.000198 | 0.0.0.5 | 5.0.0.0 (5*71^3) | No | |
| -685421 | 4.000000 | -58.68.64.1 | -1.64.68.58 (-(357911 + 64*71^2 + 68*71 + 58)) | No | |
| 131293 | 4.000000 | 14.3.26 | 26.3.14 (26*71^2 + 3*71 + 14) | Home & Garden > Decor > Door Mats | No |
| 12789305 | 4.000000 | 4.4.52.35 | 35.52.4.4 (35*71^3 + 52*71^2 + 4*71 + 4) | No |
These are the training products that have the "STRIPED" tag (processing sequence 2181). 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 |
|---|---|---|---|---|---|---|---|
| 831 | Beau Shirt: Stripe | 12789305 | SHIRT | 13192585 | none | ||
| 974 | Isla Striped Cardigan | 1789555 | CARDIGANS, DECOR | 2192835 | none | ||
| 8373 | Design Your Own Doormat with TEXT ONLY | 131293 | Home & Garden > Decor > Door Mats | none | 534573 | none | |
| 847 | Cecily Dress | -403280 | FUN SUMMER COLORS | 0 | none | ||
| 8374 | Customised Hamptons Coastal Style Doormat | -685421 | BEACH | -282141 | WELCOME |