Fold 4 - Understanding why coefficient -15123 was selected
Tag: CHAIN MATERIAL ANTIQUE BRONZE
Selected Coefficient: -15123
Taxonomy Path: -0.0.3
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? |
|---|---|---|---|---|---|
| -15123 | 2.014283 | -0.0.3 | -3.0.0 (-(3*71^2)) | Yes | |
| 0 | 2.014283 | 0 | 0 (0) | No | |
| -4319782 | 2.028169 | -0.66.4.12 | -12.4.66.0 (-(12*71^3 + 4*71^2 + 66*71)) | No | |
| -55878 | 4.000000 | -1.6.11 | -11.6.1 (-(11*71^2 + 6*71 + 1)) | No | |
| 40755 | 4.000000 | 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 "CHAIN MATERIAL ANTIQUE BRONZE" tag (processing sequence 838). 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 | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 55878 | Apparel & Accessories > Jewelry > Watches | none |
| 9119 | Men's Rainbow Moonstone in Antique Bronze - With Black Leather Cord | 0 | RAINBOW MOONSTONE | 15123 | JUNE BIRTHSTONE, MENS GIFT | ||
| 9149 | Men’s Ruby Pendant Antique Bronze - Black Leather Cord | -15123 | PENDANT NECKLACE | 0 | none | ||
| 9418 | Red Tigers Eye Crystal Necklace - Antique Bronze and Silver | -55878 | SILVER, CRYSTAL NECKLACE | -40755 | none | ||
| 9014 | Blue Boulder Opal Pendant Necklace - Antique Brass | -4319782 | BLUE | -4304659 | MENS GIFT, PENDANTS |