Fold 2 - Understanding why coefficient 3274821299 was selected
Tag: TREE II ESSENCES
Selected Coefficient: 3274821299
Taxonomy Path: 13.1.9.6.5.1
Taxonomy Name: Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements > Flower Essence Remedies
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 3274821299 | 1.000320 | 13.1.9.6.5.1 | 1.5.6.9.1.13 (3077056399 + 5*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements > Flower Essence Remedies | Yes |
| 92 | 1.000481 | 13.1 | 1.13 (79 + 13) | Health & Beauty > Health Care | No |
| 99948 | 1.000481 | 13.1.16 | 16.1.13 (16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs | No |
| -2465195 | 4.000000 | -0.0.0.5 | -5.0.0.0 (-(5*79^3)) | No |
These are the training products that have the "TREE II ESSENCES" tag (processing sequence 3750). 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 |
|---|---|---|---|---|---|---|---|
| 19833 | Set of the Tree II Flower Essences | 3274821299 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements > Flower Essence Remedies | FLOWER ESSENCE SETS, FLOWER ESSENCES | 0 | none | |
| 19844 | Golden Birch Flower Essence | 3274821299 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements > Flower Essence Remedies | none | 0 | none | |
| 19961 | Sugar Maple Flower Essence | 99948 | Health & Beauty > Health Care > Medicine & Drugs | none | -3274721351 | none | |
| 19980 | White Cedar Flower Essence | 92 | Health & Beauty > Health Care | none | -3274821207 | none | |
| 19876 | Linden Flower Essence | -2465195 | LINDEN | -3277286494 | none |