Fold 1 - Understanding why coefficient -194750405 was selected
Tag: CLARINS
Selected Coefficient: -194750405
Taxonomy Path: -0.0.0.0.5
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? |
|---|---|---|---|---|---|
| -194750405 | 2.000000 | -0.0.0.0.5 | -5.0.0.0.0 (-(5*79^4)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 311600648 | 2.000000 | 0.0.0.0.8 | 8.0.0.0.0 (8*79^4) | No | |
| 588701298 | 3.000002 | 13.3.2.9.15 | 15.9.2.3.13 (15*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Sunscreen | No |
| 978623756091 | 3.000002 | 13.3.2.6.3.2.4 | 4.2.3.6.2.3.13 (4*79^6 + 2*79^5 + 3*79^4 + 6*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Makeup > Eye Makeup > Eye Shadows > Single Eyeshadows | No |
These are the training products that have the "CLARINS" tag (processing sequence 4453). 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 | 978623756091 | Health & Beauty > Personal Care > Cosmetics > Makeup > Eye Makeup > Eye Shadows > Single Eyeshadows | none | 978818506496 | none | |
| 3557 | Clarins UV Plus Sunscreen Multi Protection Tint Deep Tester 50ml | 588701298 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Sunscreen | none | 783451703 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizers | none |
| 3553 | Clarins Multi Instant Eye Reviver 50ml - Professional Use Only | 311600648 | HEALTH & BEAUTY | 506351053 | none | ||
| 3551 | Clarins Gentle Eye Make-Up Remover Professional Use Only 250ml | 0 | HEALTH & BEAUTY | 194750405 | none | ||
| 3550 | Clarins Daily Energizer Cleansing Gel 75ml | -194750405 | HEALTH & BEAUTY | 0 | none |