Fold 1 - Understanding why coefficient 954326543 was selected
Tag: DRY MATURE SKIN
Selected Coefficient: 954326543
Taxonomy Path: 13.3.2.9.20
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 954326543 | 4.000000 | 13.3.2.9.20 | 20.9.2.3.13 (20*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | Yes | |
| 289910049 | 4.000000 | 13.3.2.9.6 | 6.9.2.3.13 (6*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 906868222 | 4.000000 | 13.3.2.9.19 | 19.9.2.3.13 (19*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 1001784864 | 4.000000 | 13.3.2.9.21 | 21.9.2.3.13 (21*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 4371325655 | 4.000000 | 13.3.2.9.9.1 | 1.9.9.2.3.13 (3939040643 + 9*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| -138037 | 9.000000 | -8.3.20 | -20.3.8 (-(20*83^2 + 3*83 + 8)) | No |
These are the training products that have the "DRY MATURE SKIN" tag (processing sequence 6399). 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 |
|---|---|---|---|---|---|---|---|
| 13756 | Tahiti Tiare Cocoa Lip Butter | 4371325655 | none | 3416999112 | none | ||
| 13674 | Deep Nourish Facial Essence with Rose & Blackcurrant | 1001784864 | none | 47458321 | none | ||
| 13692 | Intensive Balm with Marshmallow & Frangipani | 954326543 | none | 0 | none | ||
| 13701 | Radiance Cream with Rose & Frankincense | 954326543 | none | 0 | none | ||
| 13699 | Eye Serum with Rose & Starflower | 906868222 | none | -47458321 | none | ||
| 13676 | Apricot Geranium Facial Cleansing Bar | 289910049 | none | -664416494 | ORGANIC CLEANSER | ||
| 13652 | Radiance Restore Essentials Collection | 0 | SKINCARE SET | -954326543 | none | ||
| 13671 | Radiance Restore Collection | 0 | SKINCARE SET | -954326543 | none | ||
| 13670 | The Ultimate Collection - Radiance Restore | 0 | SKINCARE SET | -954326543 | none | ||
| 13653 | Radiance Restore Complete Collection | -138037 | SKINCARE SET | -954464580 | none |