Fold 0 - Understanding why coefficient -352670 was selected
Tag: ALYCIÆNGEL
Selected Coefficient: -352670
Taxonomy Path: -13.68.69
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -352670 | 3.000000 | -13.68.69 | -69.68.13 (-(69*71^2 + 68*71 + 13)) | Yes | |
| -40593 | 4.000000 | -52.3.8 | -8.3.52 (-(8*71^2 + 3*71 + 52)) | 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 417). 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 | 352681 | none | |
| 272 | Rise Above Multi Strand Necklace | 0 | NECKLACE, GIFT, ADJUSTABLE | 352670 | DAINTY | ||
| 228 | St Christopher Medal Rose Quartz Necklace | -40593 | NECKLACE, GIFT, ADJUSTABLE | 312077 | HEALTH | ||
| 270 | Intention Bracelet (Small) | -352670 | GIFT | 0 | BRACELET, CHARM | ||
| 271 | Intention Bracelet (Large) | -352670 | GIFT | 0 | BRACELET, CHARM |