Fold 4 - Understanding why coefficient -395529800 was selected
Tag: HERBAL
Selected Coefficient: -395529800
Taxonomy Path: -26.2.18.12.10
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| -395529800 | 5.000000 | -26.2.18.12.10 | -10.12.18.2.26 (-(10*79^4 + 12*79^3 + 18*79^2 + 2*79 + 26)) | Yes | |
| 0 | 5.000160 | 0 | 0 (0) | No | |
| -196678874 | 5.000320 | -0.0.72.3.5 | -5.3.72.0.0 (-(5*79^4 + 3*79^3 + 72*79^2)) | No | |
| -124912 | 6.000160 | -13.1.20 | -20.1.13 (-(20*79^2 + 79 + 13)) | No | |
| -197764900 | 6.000160 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | No |
These are the training products that have the "HERBAL" tag (processing sequence 3032). 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 |
|---|---|---|---|---|---|---|---|
| 3119 | Kiwiherb De-Stuff (Organic) | 0 | CONGESTION | 395529800 | none | ||
| 3092 | First Light Crisis Support Oral Drops/ Spray | 0 | NEWBORNS | 395529800 | none | ||
| 3121 | Kiwiherb De-Stuff Rub (Organic) | -124912 | TOPICAL, CONGESTION | 395404888 | none | ||
| 3117 | Kiwiherb Children's Echinature (Organic) | -196678874 | IMMUNE | 198850926 | INFANTS | ||
| 3084 | Dr Mercola Fermented Mushroom Complex (Organic) | -197764900 | IMMUNE, ANTIOXIDANT | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | ENZYME | |
| 3122 | Kiwiherb EchiBerry® | -395529800 | SUPERFOOD, IMMUNE, ANTIOXIDANT | 0 | none | ||
| 3083 | Dr Mercola Fermented Black Garlic | -395529800 | MINERAL, IMMUNE, ANTIOXIDANT | 0 | none | ||
| 3064 | Dr Mercola Fermented Beta Glucans | -395529800 | MINERAL, IMMUNE, ANTIOXIDANT | 0 | none |