Fold 2 - Understanding why coefficient -166923 was selected
Tag: DANGLES
Selected Coefficient: -166923
Taxonomy Path: -2.8.33
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? |
|---|---|---|---|---|---|
| -166923 | 2.000000 | -2.8.33 | -33.8.2 (-(33*71^2 + 8*71 + 2)) | Yes | |
| -4527460 | 3.000000 | -3.9.46.12 | -12.46.9.3 (-(12*71^3 + 46*71^2 + 9*71 + 3)) | No | |
| -4466129 | 3.000000 | -16.68.33.12 | -12.33.68.16 (-(12*71^3 + 33*71^2 + 68*71 + 16)) | No |
These are the training products that have the "DANGLES" tag (processing sequence 96). 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 |
|---|---|---|---|---|---|---|---|
| 4162 | Item001: Communication Board Earrings - Nortel, Dangles, Round, Green, Gold | -166923 | EARRINGS, GOLD, ROUND | 0 | GIFT, ECB | ||
| 4235 | Item022: Memory Board Earrings - SDRAM, RAM, Dangles, Round, Green, Gold | -166923 | EARRINGS, GOLD, ROUND | 0 | GIFT, ECB | ||
| 3891 | Item004: Computer Chip Earrings - Logic Chip, Dangles, Round, Blue, Silver, TRW | -4466129 | EARRINGS, BLUE, SILVER, ROUND | -4299206 | LOGIC CHIP | ||
| 4167 | Item015 - Computer Board Earrings - Graphics, Dangles, Round, Blue, Gold | -4527460 | EARRINGS, GOLD, BLUE, ROUND | -4360537 | GIFT, ECB |