Fold 3 - Understanding why coefficient -5947278 was selected
Tag: GEMSTONES
Selected Coefficient: -5947278
Taxonomy Path: -0.74.4.12
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? |
|---|---|---|---|---|---|
| -5947278 | 3.012658 | -0.74.4.12 | -12.4.74.0 (-(12*79^3 + 4*79^2 + 74*79)) | Yes | |
| 0 | 3.012658 | 0 | 0 (0) | No | |
| -362229 | 4.000000 | -14.3.58 | -58.3.14 (-(58*79^2 + 3*79 + 14)) | No | |
| 6419 | 4.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
| 113786784 | 4.000000 | 3.11.62.72.2 | 2.72.62.11.3 (2*79^4 + 72*79^3 + 62*79^2 + 11*79 + 3) | No |
These are the training products that have the "GEMSTONES" tag (processing sequence 1493). 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 |
|---|---|---|---|---|---|---|---|
| 250 | Charmed Mandala Necklace | 113786784 | NECKLACE, CITRINE, BRIOLETTE, FACETED | 119734062 | CHARM | ||
| 294 | Farm Sanctuary Intention Bracelet | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | GOLD, ALYCIÆNGEL, BETTER TOGETHER, BOHO, FACETED | 5953697 | GLASS, BRACELET, CHARM | |
| 271 | Intention Bracelet (Large) | 0 | CITRINE, ALYCIÆNGEL, AMAZONITE, BETTER TOGETHER, BOHO, FACETED | 5947278 | PYRITE, BRACELET, LABRADORITE, CHARM | ||
| 259 | Golden Wreath Earrings | -362229 | EARRINGS, CITRINE, BRIOLETTE, FESTIVE | 5585049 | none | ||
| 1467 | Aquamarine Trapeze | -5947278 | BLUE | 0 | none |