Fold 1 - 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: 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? |
|---|---|---|---|---|---|
| -15123 | 1.014283 | -0.0.3 | -3.0.0 (-(3*71^2)) | Yes | |
| 0 | 1.014283 | 0 | 0 (0) | No | |
| -4319782 | 1.028169 | -0.66.4.12 | -12.4.66.0 (-(12*71^3 + 4*71^2 + 66*71)) | No | |
| 111756 | 3.000000 | 2.12.22 | 22.12.2 (22*71^2 + 12*71 + 2) | No |
These are the training products that have the "CHAIN MATERIAL ANTIQUE BRONZE" tag (processing sequence 850). 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 | 111756 | 16TH ANNIVERSARY | 126879 | CHAIN MATERIAL ROUND BLACK COTTON | ||
| 9119 | Men's Rainbow Moonstone in Antique Bronze - With Black Leather Cord | 0 | RAINBOW MOONSTONE | 15123 | JUNE BIRTHSTONE | ||
| 9149 | Men’s Ruby Pendant Antique Bronze - Black Leather Cord | -15123 | PENDANT NECKLACE | 0 | none | ||
| 9014 | Blue Boulder Opal Pendant Necklace - Antique Brass | -4319782 | BLUE | -4304659 | CHAIN MATERIAL ROUND BLACK COTTON, PENDANTS |