Fold 1 - Understanding why coefficient 432900974 was selected
Tag: HEALTH & BEAUTY
Selected Coefficient: 432900974
Taxonomy Path: 13.3.2.9.11
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Skin Care > Makeup Removers
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 432900974 | 2.000321 | 13.3.2.9.11 | 11.9.2.3.13 (11*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Makeup Removers | Yes |
| 238150569 | 2.000321 | 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 | 2.000321 | 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 |
| 393950893 | 2.000321 | 13.3.2.9.10 | 10.9.2.3.13 (10*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lotions & Moisturizers | No |
| 250 | 2.000961 | 13.3 | 3.13 (3*79 + 13) | Health & Beauty > Personal Care | No |
| 6004092 | 2.000961 | 13.3.14.12 | 12.14.3.13 (12*79^3 + 14*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Shaving & Grooming > Shaving Kits | No |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "HEALTH & BEAUTY" tag (processing sequence 4407). 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 |
|---|---|---|---|---|---|---|---|
| 3553 | Clarins Multi Instant Eye Reviver 50ml - Professional Use Only | 744501622 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams | none | 311600648 | CLARINS | |
| 3551 | Clarins Gentle Eye Make-Up Remover Professional Use Only 250ml | 432900974 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Makeup Removers | none | 0 | CLARINS | |
| 3615 | Philosophy Purity Cleansing Micellar Water 100ml | 432900974 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Makeup Removers | none | 0 | none | |
| 3607 | no7 smooth and improve cellulite treatment 150ml | 393950893 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lotions & Moisturizers | none | -38950081 | none | |
| 3550 | Clarins Daily Energizer Cleansing Gel 75ml | 238150569 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Facial Cleansers | none | -194750405 | CLARINS | |
| 3576 | gillette venus smooth gift set razor, blade + gel | 6004092 | Health & Beauty > Personal Care > Shaving & Grooming > Shaving Kits | none | -426896882 | none | |
| 3627 | Victoria's Secret Body Wash Cucumber & Green Tea Refresh Moisturising Cream 236ml | 250 | Health & Beauty > Personal Care | none | -432900724 | none | |
| 3573 | Elizabeth Arden visible difference skin balancing lotion Combination 49.5ml Imperfect Box | 0 | ELIZABETH ARDEN | -432900974 | none | ||
| 3569 | Elizabeth Arden Ceramide Lift And Firm Day Lotion 50ml SPF30 | 0 | ELIZABETH ARDEN | -432900974 | none |