Fold 2 - Understanding why coefficient -138042 was selected
Tag: HEALTH
Selected Coefficient: -138042
Taxonomy Path: -13.3.20
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -138042 | 5.000000 | -13.3.20 | -20.3.13 (-(20*83^2 + 3*83 + 13)) | Yes | |
| -241390989 | 6.000000 | -14.5.14.7.5 | -5.7.14.5.14 (-(5*83^4 + 7*83^3 + 14*83^2 + 5*83 + 14)) | No | |
| -55425 | 6.000000 | -64.3.8 | -8.3.64 (-(8*83^2 + 3*83 + 64)) | No | |
| 753 | 6.000000 | 6.9 | 9.6 (9*83 + 6) | No | |
| 186170 | 6.000000 | 1.2.27 | 27.2.1 (27*83^2 + 2*83 + 1) | No | |
| 5104583 | 6.000000 | 0.81.76.8 | 8.76.81.0 (8*83^3 + 76*83^2 + 81*83) | No |
These are the training products that have the "HEALTH" tag (processing sequence 7110). 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 |
|---|---|---|---|---|---|---|---|
| 5088 | Fruit Infuse Water Bottle | 5104583 | HOME | 5242625 | none | ||
| 5063 | Anti Blue ray Glasses | 186170 | none | 324212 | none | ||
| 5077 | MOSQUITO DESTROYER LAMP | 753 | GADGET | 138795 | none | ||
| 228 | St Christopher Medal Rose Quartz Necklace | -55425 | NECKLACE | 82617 | none | ||
| 9991 | The Sir Jason Winters Story: Killing Cancer by Sir Jason Winters - Book Paperback | -138042 | BOOKS, DETOX | 0 | none | ||
| 27053 | Milk Thistle | -138042 | IMMUNE, DETOX | 0 | none | ||
| 9990 | Homemade Natural Mala Necklace | -241390989 | MEDITATION, WELLNESS | -241252947 | none |