Fold 2 - Understanding why coefficient -197335715 was selected
Tag: ALYCIÆNGEL
Selected Coefficient: -197335715
Taxonomy Path: -35.19.19.5.5
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -197335715 | 4.000000 | -35.19.19.5.5 | -5.5.19.19.35 (-(5*79^4 + 5*79^3 + 19*79^2 + 19*79 + 35)) | Yes | |
| -197298091 | 5.000000 | -15.17.13.5.5 | -5.5.13.17.15 (-(5*79^4 + 5*79^3 + 13*79^2 + 17*79 + 15)) | No | |
| -5997503 | 5.000000 | -60.77.12.12 | -12.12.77.60 (-(12*79^3 + 12*79^2 + 77*79 + 60)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 11 | 5.000000 | 11 | 11 (11) | Gift Cards | No |
These are the training products that have the "ALYCIÆNGEL" tag (processing sequence 432). 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 |
|---|---|---|---|---|---|---|---|
| 258 | Give the gift of choice! | 11 | Gift Cards | none | 197335726 | GIFT CARD | |
| 272 | Rise Above Multi Strand Necklace | 0 | NECKLACE, CITRINE, GIFT, ADJUSTABLE | 197335715 | BOHO, BRIOLETTE, COACHELLA | ||
| 228 | St Christopher Medal Rose Quartz Necklace | -5997503 | NECKLACE, PINK, GIFT, ADJUSTABLE | 191338212 | BOHO, HEALTH | ||
| 294 | Farm Sanctuary Intention Bracelet | -197298091 | GOLD, GIFT, BRACELET | 37624 | BOHO, GLASS | ||
| 270 | Intention Bracelet (Small) | -197335715 | CITRINE, GIFT, BRACELET, SMOKY QUARTZ | 0 | BOHO, COACHELLA | ||
| 271 | Intention Bracelet (Large) | -197335715 | CITRINE, GIFT, BRACELET, SMOKY QUARTZ | 0 | BOHO, COACHELLA |