Fold 1 - Understanding why coefficient 384406722 was selected
Tag: CLARINS
Selected Coefficient: 384406722
Taxonomy Path: 13.3.2.9.15
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Skin Care > Sunscreen
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 384406722 | 0.000000 | 13.3.2.9.15 | 15.9.2.3.13 (15*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Sunscreen | Yes |
| 486053446 | 0.000000 | 13.3.2.9.19 | 19.9.2.3.13 (19*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams | No |
| 536876808 | 0.000000 | 13.3.2.9.21 | 21.9.2.3.13 (21*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | No |
These are the training products that have the "CLARINS" tag (processing sequence 883). 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 | 536876808 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | none | 152470086 | none | |
| 3553 | Clarins Multi Instant Eye Reviver 50ml - Professional Use Only | 486053446 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams | none | 101646724 | none | |
| 3556 | Clarins Sun Control Stick For Sensitive Areas SPF 30 8g UNBOXED | 384406722 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Sunscreen | none | 0 | none |