Fold 3 - Understanding why coefficient 8 was selected
Tag: GADGET
Selected Coefficient: 8
Taxonomy Path: 8
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? |
|---|---|---|---|---|---|
| 8 | 3.012048 | 8 | 8 (8) | Yes | |
| 97824389 | 3.012048 | 8.7.7.5.2 | 2.5.7.7.8 (2*83^4 + 5*83^3 + 7*83^2 + 7*83 + 8) | No | |
| 14958 | 4.000000 | 18.14.2 | 2.14.18 (2*83^2 + 14*83 + 18) | Office Supplies > Shipping Supplies > Packing Materials | No |
| 48392 | 4.000000 | 3.2.7 | 7.2.3 (7*83^2 + 2*83 + 3) | No | |
| 48629714 | 4.000000 | 14.3.4.2.1 | 1.2.4.3.14 (47458321 + 2*83^3 + 4*83^2 + 3*83 + 14) | No |
These are the training products that have the "GADGET" tag (processing sequence 6950). 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 |
|---|---|---|---|---|---|---|---|
| 5078 | Portable Leather USB Bracelet Charging Cable | 97824389 | none | 97824381 | none | ||
| 5087 | Deluxe Scratch Off World Travel Map | 48629714 | none | 48629706 | none | ||
| 28248 | Finger Strengthener Trainer | 48392 | none | 48384 | none | ||
| 5090 | Data Protection Stamp | 14958 | Office Supplies > Shipping Supplies > Packing Materials | none | 14950 | none | |
| 5100 | Gesture Control Drone | 8 | none | 0 | none |