Fold 2 - Understanding why coefficient -4401130 was selected
Tag: ALYCIÆNGEL
Selected Coefficient: -4401130
Taxonomy Path: -53.4.21.12
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? |
|---|---|---|---|---|---|
| -4401130 | 4.000000 | -53.4.21.12 | -12.21.4.53 (-(12*71^3 + 21*71^2 + 4*71 + 53)) | Yes | |
| -398893 | 4.000000 | -15.9.8.1 | -1.8.9.15 (-(357911 + 8*71^2 + 9*71 + 15)) | No | |
| -368225 | 4.000000 | -19.3.2.1 | -1.2.3.19 (-(357911 + 2*71^2 + 3*71 + 19)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 11 | 4.000000 | 11 | 11 (11) | Gift Cards | No |
These are the training products that have the "ALYCIÆNGEL" tag (processing sequence 419). 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 | 4401141 | none | |
| 272 | Rise Above Multi Strand Necklace | 0 | NECKLACE, GIFT, ADJUSTABLE | 4401130 | BRIOLETTE, COACHELLA, MOONSTONE, CITRINE | ||
| 271 | Intention Bracelet (Large) | -368225 | BRACELET, GIFT, AMETHYST | 4032905 | COACHELLA, MOONSTONE, CITRINE | ||
| 294 | Farm Sanctuary Intention Bracelet | -398893 | GOLD, BRACELET, GIFT | 4002237 | GLASS | ||
| 228 | St Christopher Medal Rose Quartz Necklace | -4401130 | NECKLACE, PINK, GIFT, ADJUSTABLE | 0 | none |