Fold 2 - Understanding why coefficient -35542495 was selected
Tag: HEALTH
Selected Coefficient: -35542495
Taxonomy Path: -0.0.7.72
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? |
|---|---|---|---|---|---|
| -35542495 | 2.012818 | -0.0.7.72 | -72.7.0.0 (-(72*79^3 + 7*79^2)) | Yes | |
| 0 | 2.012818 | 0 | 0 (0) | No | |
| 143622 | 2.025316 | 0.1.23 | 23.1.0 (23*79^2 + 79) | No | |
| 3900608 | 4.000000 | 62.78.71.7 | 7.71.78.62 (7*79^3 + 71*79^2 + 78*79 + 62) | No | |
| 204805498 | 4.000000 | 52.10.31.20.5 | 5.20.31.10.52 (5*79^4 + 20*79^3 + 31*79^2 + 10*79 + 52) | No |
These are the training products that have the "HEALTH" tag (processing sequence 1660). 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 | 204805498 | NECKLACE, PINK, GIFT, ADJUSTABLE, ALYCIÆNGEL, BOHO | 240347993 | none | ||
| 9991 | The Sir Jason Winters Story: Killing Cancer by Sir Jason Winters - Book Paperback | 3900608 | BOOKS, DETOX | 39443103 | none | ||
| 5063 | Anti Blue ray Glasses | 143622 | FASHION | 35686117 | none | ||
| 9990 | Homemade Natural Mala Necklace | 0 | PINK, GREY, BLUE, BEADS | 35542495 | QUARTZ, WELLNESS | ||
| 5088 | Fruit Infuse Water Bottle | -35542495 | ALL | 0 | HOME |