Fold 3 - Understanding why coefficient -228705129 was selected
Tag: FACIAL SKIN CARE
Selected Coefficient: -228705129
Taxonomy Path: -0.0.0.0.9
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -228705129 | 0.000000 | -0.0.0.0.9 | -9.0.0.0.0 (-(9*71^4)) | Yes | |
| 0 | 0.000000 | 0 | 0 (0) | No | |
| 25411681 | 0.000000 | 0.0.0.0.1 | 1.0.0.0.0 (25411681) | No | |
| 152470086 | 0.000000 | 0.0.0.0.6 | 6.0.0.0.0 (6*71^4) | No |
These are the training products that have the "FACIAL SKIN CARE" tag (processing sequence 730). 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 |
|---|---|---|---|---|---|---|---|
| 3554 | Clarins Professional SOS Soothing Facial Supplement 50ml | 152470086 | CLARINS | 381175215 | none | ||
| 3572 | Elizabeth Arden Superstart Skin Renewal Booster Serum 30ml Imperfect Boxes | 25411681 | ELIZABETH ARDEN | 254116810 | none | ||
| 3569 | Elizabeth Arden Ceramide Lift And Firm Day Lotion 50ml SPF30 | 0 | ELIZABETH ARDEN | 228705129 | none | ||
| 3550 | Clarins Daily Energizer Cleansing Gel 75ml | -228705129 | CLARINS | 0 | none |