Fold 0 - Understanding why coefficient -10529064 was selected
Tag: CRADLE CAP
Selected Coefficient: -10529064
Taxonomy Path: -23.6.28.21
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -10529064 | 1.000000 | -23.6.28.21 | -21.28.6.23 (-(21*79^3 + 28*79^2 + 6*79 + 23)) | Yes | |
| 589593432 | 1.000000 | 0.78.65.10.15 | 15.10.65.78.0 (15*79^4 + 10*79^3 + 65*79^2 + 78*79) | No |
These are the training products that have the "CRADLE CAP" tag (processing sequence 1129). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 589593432 | ACNE, ALL AGES, BABIES, BEAUTY, CHILDREN | 600122496 | HORMONE BALANCE, MOTHERS | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | -10529064 | ORGANIC, ROSE, BABIES | 0 | none |