Fold 1 - Understanding why coefficient -625301 was selected
Tag: ECB
Selected Coefficient: -625301
Taxonomy Path: -16.15.21.1
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? |
|---|---|---|---|---|---|
| -625301 | 4.000000 | -16.15.21.1 | -1.21.15.16 (-(493039 + 21*79^2 + 15*79 + 16)) | Yes | |
| -12643 | 4.000000 | -3.2.2 | -2.2.3 (-(2*79^2 + 2*79 + 3)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 5359737 | 4.000000 | 61.62.68.10 | 10.68.62.61 (10*79^3 + 68*79^2 + 62*79 + 61) | No | |
| 5372380 | 4.000000 | 64.64.70.10 | 10.70.64.64 (10*79^3 + 70*79^2 + 64*79 + 64) | No |
These are the training products that have the "ECB" tag (processing sequence 1259). 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 | 5372380 | EARRINGS, GOLD, GIFT, ROUND | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | DANGLES | |
| 4235 | Item022: Memory Board Earrings - SDRAM, RAM, Dangles, Round, Green, Gold | 5359737 | EARRINGS, GOLD, GIFT, ROUND, MEMORY | 5985038 | DANGLES | ||
| 4169 | Item029: Computer Circuit Board Pendant - Laptop, Square, Blue and Silver | 0 | PENDANT | 625301 | LAPTOP | ||
| 4237 | Item021: Memory Circuit Board Pendant - DRAM, RAM, Bronze, Green, Round, Gold | -12643 | PENDANT, MEMORY | 612658 | none | ||
| 4167 | Item015 - Computer Board Earrings - Graphics, Dangles, Round, Blue, Gold | -625301 | EARRINGS, GOLD, BLUE, GIFT, ROUND | 0 | DANGLES |