Fold 4 - Understanding why coefficient -352815 was selected
Tag: PENDANTS
Selected Coefficient: -352815
Taxonomy Path: -16.70.69
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -352815 | 4.000000 | -16.70.69 | -69.70.16 (-(69*71^2 + 70*71 + 16)) | Yes | |
| -15123 | 4.000198 | -0.0.3 | -3.0.0 (-(3*71^2)) | No | |
| 0 | 4.000198 | 0 | 0 (0) | No | |
| -4335332 | 5.000000 | -1.1.8.12 | -12.8.1.1 (-(12*71^3 + 8*71^2 + 71 + 1)) | No | |
| 40755 | 5.000000 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
These are the training products that have the "PENDANTS" tag (processing sequence 1836). 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 |
|---|---|---|---|---|---|---|---|
| 9390 | Raw Peridot Necklace - Sterling Silver | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 393570 | none | |
| 8894 | Blue Apatite Necklace - Sterling Silver Plated | 0 | PENDANT NECKLACE | 352815 | none | ||
| 9182 | Pink Ruby Pendant 14k Gold Filled | -15123 | PENDANT NECKLACE | 337692 | none | ||
| 4252 | Item035: Silicon Wafer Computer Chip Pendant - Bronze, Rainbow Colors, ASIC | -352815 | SILICON WAFER, GIFT | 0 | none | ||
| 4259 | Item024: Silicon Wafer Test Circuits Pendant - Bronze, Rainbow Colors | -352815 | SILICON WAFER, GIFT | 0 | none | ||
| 9014 | Blue Boulder Opal Pendant Necklace - Antique Brass | -4335332 | BLUE, CHAIN MATERIAL ANTIQUE BRONZE, MENS GIFT | -3982517 | none |