Fold 0 - Understanding why coefficient -237291605 was selected
Tag: CLARINS
Selected Coefficient: -237291605
Taxonomy Path: -0.0.0.0.5
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 0 | 3.000000 | 0 | 0 (0) | No | |
| -237291605 | 3.000000 | -0.0.0.0.5 | -5.0.0.0.0 (-(5*83^4)) | Yes | |
| 474583210 | 3.000000 | 0.0.0.0.10 | 10.0.0.0.0 (10*83^4) | No | |
| 379666568 | 3.000000 | 0.0.0.0.8 | 8.0.0.0.0 (8*83^4) | No | |
| 15901982297 | 4.000002 | 13.3.2.6.3.4 | 4.3.6.2.3.13 (4*83^5 + 3*83^4 + 6*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 1315785394487 | 4.000002 | 13.3.2.6.3.2.4 | 4.2.3.6.2.3.13 (4*83^6 + 2*83^5 + 3*83^4 + 6*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 717034938 | 4.000003 | 13.3.2.9.15 | 15.9.2.3.13 (15*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "CLARINS" tag (processing sequence 7107). 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 |
|---|---|---|---|---|---|---|---|
| 3552 | Clarins Matte Cream to Powder Eye Shadow ultra violet #20 7g UNBOXED | 1315785394487 | none | 1316022686092 | none | ||
| 3555 | Clarins Stylo 4 Couleurs Tester 4-Colour All-In-One Pen Eyes & Lips | 15901982297 | none | 16139273902 | none | ||
| 3557 | Clarins UV Plus Sunscreen Multi Protection Tint Deep Tester 50ml | 717034938 | none | 954326543 | none | ||
| 3554 | Clarins Professional SOS Soothing Facial Supplement 50ml | 474583210 | HEALTH & BEAUTY | 711874815 | none | ||
| 3553 | Clarins Multi Instant Eye Reviver 50ml - Professional Use Only | 379666568 | HEALTH & BEAUTY | 616958173 | none | ||
| 3551 | Clarins Gentle Eye Make-Up Remover Professional Use Only 250ml | 0 | HEALTH & BEAUTY | 237291605 | none | ||
| 3550 | Clarins Daily Energizer Cleansing Gel 75ml | -237291605 | HEALTH & BEAUTY | 0 | none |