Fold 0 - Understanding why coefficient 170164 was selected
Tag: GLASS
Selected Coefficient: 170164
Taxonomy Path: 77.20.27
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 170164 | 3.000000 | 77.20.27 | 27.20.77 (27*79^2 + 20*79 + 77) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 6419 | 4.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
| 119776 | 4.000000 | 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 1540). 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 |
|---|---|---|---|---|---|---|---|
| 12841 | IMT 4.5" T-Handle Vacuum Suction Cup | 170164 | METAL | 0 | none | ||
| 12845 | IMT 5" 2 PACK Vacuum Suction Cup | 170164 | METAL | 0 | none | ||
| 12836 | IMT 2 Pack Vacuum Suction Cup with Curved Pad | 119776 | Hardware > Tools > Grips | none | -50388 | MIRROR | |
| 12061 | Magical Beginnings Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | -163745 | none | |
| 294 | Farm Sanctuary Intention Bracelet | 0 | GOLD, ALYCIÆNGEL | -170164 | none |