Fold 3 - Understanding why coefficient -4319782 was selected
Tag: CHAIN MATERIAL ANTIQUE BRONZE
Selected Coefficient: -4319782
Taxonomy Path: -0.66.4.12
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -4319782 | 3.000000 | -0.66.4.12 | -12.4.66.0 (-(12*71^3 + 4*71^2 + 66*71)) | Yes | |
| -2888153 | 3.000000 | -15.66.4.8 | -8.4.66.15 (-(8*71^3 + 4*71^2 + 66*71 + 15)) | No | |
| 40755 | 3.000000 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 3010403 | 3.000000 | 3.13.29.8 | 8.29.13.3 (8*71^3 + 29*71^2 + 13*71 + 3) | No |
These are the training products that have the "CHAIN MATERIAL ANTIQUE BRONZE" tag (processing sequence 849). 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 |
|---|---|---|---|---|---|---|---|
| 9148 | Men's Raw Peridot Necklace in 14k Gold-Filled | 3010403 | BACKING MATERIAL 14K GOLD | 7330185 | RAW CRYSTAL | ||
| 9119 | Men's Rainbow Moonstone in Antique Bronze - With Black Leather Cord | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none |
| 9418 | Red Tigers Eye Crystal Necklace - Antique Bronze and Silver | -2888153 | SILVER, CRYSTAL NECKLACE, WOMEN | 1431629 | none | ||
| 9014 | Blue Boulder Opal Pendant Necklace - Antique Brass | -4319782 | BLUE | 0 | PENDANTS, WOMENS NECKLACE |