Fold 0 - Understanding why coefficient 8 was selected
Tag: GADGET
Selected Coefficient: 8
Taxonomy Path: 8
Taxonomy Name: Electronics
Products with this tag: 6
Unique residual values tried: 6
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 | 3.025316 | 8 | 8 (8) | Electronics | Yes |
| 166 | 3.025316 | 8.2 | 2.8 (2*79 + 8) | Electronics > Audio | No |
| 2022645 | 3.025316 | 8.7.8.4 | 4.8.7.8 (4*79^3 + 8*79^2 + 7*79 + 8) | Electronics > Electronics Accessories > Computer Accessories > Handheld Device Accessories | No |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 525286 | 5.000000 | 15.13.5.1 | 1.5.13.15 (493039 + 5*79^2 + 13*79 + 15) | No | |
| 80395999 | 5.000000 | 69.71.4.5.2 | 2.5.4.71.69 (2*79^4 + 5*79^3 + 4*79^2 + 71*79 + 69) | No |
These are the training products that have the "GADGET" tag (processing sequence 4543). 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 | 80395999 | BEST | 80395991 | none | ||
| 7971 | Funny 3D Kitten Cases | 2022645 | Electronics > Electronics Accessories > Computer Accessories > Handheld Device Accessories | none | 2022637 | none | |
| 5077 | MOSQUITO DESTROYER LAMP | 525286 | HEALTH | 525278 | none | ||
| 5079 | PORTABLE ROLL UP PIANO FOR PIANISTS AND BEGINNERS | 166 | Electronics > Audio | none | 158 | none | |
| 5100 | Gesture Control Drone | 8 | Electronics | none | 0 | none | |
| 5090 | Data Protection Stamp | 0 | BEST | -8 | none |