Fold 4 - Understanding why coefficient 588701298 was selected
Tag: CLARINS
Selected Coefficient: 588701298
Taxonomy Path: 13.3.2.9.15
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Skin Care > Sunscreen
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 588701298 | 0.000002 | 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 | Yes |
| 238150569 | 0.000002 | 13.3.2.9.6 | 6.9.2.3.13 (6*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Facial Cleansers | No |
| 744501622 | 0.000002 | 13.3.2.9.19 | 19.9.2.3.13 (19*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams | No |
| 822401784 | 0.000002 | 13.3.2.9.21 | 21.9.2.3.13 (21*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | No |
| 978623756091 | 0.000010 | 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 999). 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 | 978035054793 | none | |
| 3554 | Clarins Professional SOS Soothing Facial Supplement 50ml | 822401784 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | none | 233700486 | none | |
| 3553 | Clarins Multi Instant Eye Reviver 50ml - Professional Use Only | 744501622 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams | none | 155800324 | none | |
| 3556 | Clarins Sun Control Stick For Sensitive Areas SPF 30 8g UNBOXED | 588701298 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Sunscreen | none | 0 | none | |
| 3557 | Clarins UV Plus Sunscreen Multi Protection Tint Deep Tester 50ml | 588701298 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Sunscreen | none | 0 | none | |
| 3550 | Clarins Daily Energizer Cleansing Gel 75ml | 238150569 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Facial Cleansers | none | -350550729 | none |