Fold 3 - Understanding why coefficient -113442657 was selected
Tag: HEALTH
Selected Coefficient: -113442657
Taxonomy Path: -0.0.7.72.2
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? |
|---|---|---|---|---|---|
| -113442657 | 2.012818 | -0.0.7.72.2 | -2.72.7.0.0 (-(2*79^4 + 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 | |
| -116763660 | 4.000000 | -1.10.65.78.2 | -2.78.65.10.1 (-(2*79^4 + 78*79^3 + 65*79^2 + 10*79 + 1)) | No | |
| 725 | 4.000000 | 14.9 | 9.14 (9*79 + 14) | Home & Garden > Household Appliances | No |
These are the training products that have the "HEALTH" tag (processing sequence 1663). 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 |
|---|---|---|---|---|---|---|---|
| 5063 | Anti Blue ray Glasses | 143622 | FASHION | 113586279 | none | ||
| 5077 | MOSQUITO DESTROYER LAMP | 725 | Home & Garden > Household Appliances | none | 113443382 | none | |
| 9991 | The Sir Jason Winters Story: Killing Cancer by Sir Jason Winters - Book Paperback | 0 | BOOKS | 113442657 | none | ||
| 5088 | Fruit Infuse Water Bottle | -113442657 | ALL | 0 | HOME | ||
| 5076 | Knee booster Joint Support Knee Pads | -116763660 | ALL | -3321003 | none |