Fold 1 - Understanding why coefficient -824061 was selected
Tag: GLASS
Selected Coefficient: -824061
Taxonomy Path: -12.3.53.1
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -824061 | 2.000000 | -12.3.53.1 | -1.53.3.12 (-(493039 + 53*79^2 + 3*79 + 12)) | Yes | |
| 6419 | 2.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
| 119776 | 2.000000 | 12.15.19 | 19.15.12 (19*79^2 + 15*79 + 12) | Hardware > Tools > Grips | No |
These are the training products that have the "GLASS" tag (processing sequence 1536). 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 |
|---|---|---|---|---|---|---|---|
| 12836 | IMT 2 Pack Vacuum Suction Cup with Curved Pad | 119776 | Hardware > Tools > Grips | none | 943837 | MIRROR | |
| 12061 | Magical Beginnings Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 830480 | none | |
| 12845 | IMT 5" 2 PACK Vacuum Suction Cup | -824061 | METAL, FURNITURE | 0 | none |