Fold 4 - Understanding why coefficient -6419 was selected
Tag: BETTER TOGETHER
Selected Coefficient: -6419
Taxonomy Path: -20.2.1
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? |
|---|---|---|---|---|---|
| -6419 | 3.000000 | -20.2.1 | -1.2.20 (-(6241 + 2*79 + 20)) | Yes | |
| 12482 | 3.000000 | 0.0.2 | 2.0.0 (2*79^2) | No | |
| 1498170 | 3.000000 | 14.4.3.3 | 3.3.4.14 (3*79^3 + 3*79^2 + 4*79 + 14) | No | |
| 1498348 | 3.000000 | 34.6.3.3 | 3.3.6.34 (3*79^3 + 3*79^2 + 6*79 + 34) | No |
These are the training products that have the "BETTER TOGETHER" tag (processing sequence 800). 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 |
|---|---|---|---|---|---|---|---|
| 228 | St Christopher Medal Rose Quartz Necklace | 1498348 | NECKLACE, GIFT, ADJUSTABLE, ALYCIÆNGEL | 1504767 | BOHO | ||
| 272 | Rise Above Multi Strand Necklace | 1498170 | NECKLACE, CITRINE, GIFT, ADJUSTABLE, ALYCIÆNGEL | 1504589 | BOHO, BRIOLETTE, COACHELLA, MOONSTONE | ||
| 294 | Farm Sanctuary Intention Bracelet | 12482 | GOLD, GIFT, ALYCIÆNGEL | 18901 | BOHO, GLASS, BRACELET, CHARM | ||
| 270 | Intention Bracelet (Small) | -6419 | CITRINE, GIFT, ALYCIÆNGEL, AMAZONITE | 0 | BOHO, COACHELLA, PYRITE, BRACELET, MOONSTONE, CHARM, LABRADORITE, SMOKY QUARTZ |