Fold 4 - Understanding why coefficient -408160 was selected
Tag: ALYCIÆNGEL
Selected Coefficient: -408160
Taxonomy Path: -52.68.9.1
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? |
|---|---|---|---|---|---|
| -408160 | 4.000000 | -52.68.9.1 | -1.9.68.52 (-(357911 + 9*71^2 + 68*71 + 52)) | Yes | |
| -398893 | 4.000000 | -15.9.8.1 | -1.8.9.15 (-(357911 + 8*71^2 + 9*71 + 15)) | No | |
| -368220 | 4.000000 | -14.3.2.1 | -1.2.3.14 (-(357911 + 2*71^2 + 3*71 + 14)) | No | |
| -367567 | 4.000000 | -0.65.1.1 | -1.1.65.0 (-(357911 + 5041 + 65*71)) | No | |
| 11 | 4.000000 | 11 | 11 (11) | Gift Cards | No |
These are the training products that have the "ALYCIÆNGEL" tag (processing sequence 409). 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 | 408171 | none | |
| 272 | Rise Above Multi Strand Necklace | -367567 | NECKLACE, GIFT, ADJUSTABLE | 40593 | BRIOLETTE, COACHELLA | ||
| 270 | Intention Bracelet (Small) | -368220 | BRACELET, GIFT | 39940 | COACHELLA | ||
| 294 | Farm Sanctuary Intention Bracelet | -398893 | GOLD, BRACELET, GIFT | 9267 | GLASS | ||
| 228 | St Christopher Medal Rose Quartz Necklace | -408160 | NECKLACE, GIFT, ADJUSTABLE | 0 | none |