Fold 3 - Understanding why coefficient -1742917 was selected
Tag: ALLERGY
Selected Coefficient: -1742917
Taxonomy Path: -0.0.4.3
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? |
|---|---|---|---|---|---|
| -1742917 | 2.000290 | -0.0.4.3 | -3.4.0.0 (-(3*83^3 + 4*83^2)) | Yes | |
| 0 | 2.000290 | 0 | 0 (0) | No | |
| 98354253 | 2.000290 | 0.0.1.6.2 | 2.6.1.0.0 (2*83^4 + 6*83^3 + 6889) | No | |
| -589 | 4.000000 | -8.7 | -7.8 (-(7*83 + 8)) | No | |
| 4179825067 | 4.000000 | 13.1.9.6.5.1 | 1.5.6.9.1.13 (3939040643 + 5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No |
These are the training products that have the "ALLERGY" tag (processing sequence 5582). 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 |
|---|---|---|---|---|---|---|---|
| 19823 | Elder Blossom Extract | 4179825067 | none | 4181567984 | none | ||
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | 98354253 | WOUND CARE, ARTHRITIS | 100097170 | none | ||
| 3088 | Natural Solutions 100% Pure East Cape Mānuka Oil | 0 | WOUND CARE | 1742917 | none | ||
| 1946 | Five Different Allergy Awareness Design Doormats | -589 | EGG, SAFETY | 1742328 | none | ||
| 19725 | Sinus Clear Formula GLYCERITE | -1742917 | CONGESTION, KIDS GLYCERITES | 0 | CALENDULA, KIDS PAGE |