Fold 0 - Understanding why coefficient 527201654 was selected
Tag: HEALTH & BEAUTY
Selected Coefficient: 527201654
Taxonomy Path: 13.3.2.9.11
Taxonomy Name:
Products with this tag: 15
Unique residual values tried: 11
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? |
|---|---|---|---|---|---|
| 527201654 | 3.036580 | 13.3.2.9.11 | 11.9.2.3.13 (11*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | Yes | |
| 479743333 | 3.036580 | 13.3.2.9.10 | 10.9.2.3.13 (10*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 289910049 | 3.036580 | 13.3.2.9.6 | 6.9.2.3.13 (6*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 906868222 | 3.036580 | 13.3.2.9.19 | 19.9.2.3.13 (19*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 1001784864 | 3.036580 | 13.3.2.9.21 | 21.9.2.3.13 (21*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 10946883 | 3.037306 | 13.3.12.19 | 19.12.3.13 (19*83^3 + 12*83^2 + 3*83 + 13) | No | |
| 262 | 3.037306 | 13.3 | 3.13 (3*83 + 13) | No | |
| 6958152 | 3.037306 | 13.3.14.12 | 12.14.3.13 (12*83^3 + 14*83^2 + 3*83 + 13) | No | |
| 1894571 | 3.108434 | 13.1.26.3 | 3.26.1.13 (3*83^3 + 26*83^2 + 83 + 13) | No | |
| 0 | 13.000000 | 0 | 0 (0) | No | |
| 256 | 14.000000 | 7.3 | 3.7 (3*83 + 7) | No |
These are the training products that have the "HEALTH & BEAUTY" tag (processing sequence 6885). 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 | 1001784864 | none | 474583210 | CLARINS | ||
| 3553 | Clarins Multi Instant Eye Reviver 50ml - Professional Use Only | 906868222 | none | 379666568 | CLARINS | ||
| 3551 | Clarins Gentle Eye Make-Up Remover Professional Use Only 250ml | 527201654 | none | 0 | CLARINS | ||
| 3615 | Philosophy Purity Cleansing Micellar Water 100ml | 527201654 | none | 0 | none | ||
| 3607 | no7 smooth and improve cellulite treatment 150ml | 479743333 | none | -47458321 | none | ||
| 3550 | Clarins Daily Energizer Cleansing Gel 75ml | 289910049 | none | -237291605 | CLARINS | ||
| 3567 | Crest Toothpaste + Mouthwash (2 In 1) Pack Of 12 Fresh Mint 50ml SEE DATES | 10946883 | none | -516254771 | none | ||
| 3576 | gillette venus smooth gift set razor, blade + gel | 6958152 | none | -520243502 | none | ||
| 32706 | 10 Piece Purple Floral/Leaves Design Print Mask 3 Ply | 1894571 | none | -525307083 | none | ||
| 33712 | 10 Piece Blue & White Petals Design Print Mask 3 Ply | 1894571 | none | -525307083 | none | ||
| 32762 | 10 Piece White Yellow & Blue Butterflies Design Print Mask 3 Ply | 1894571 | none | -525307083 | none | ||
| 3627 | Victoria's Secret Body Wash Cucumber & Green Tea Refresh Moisturising Cream 236ml | 262 | none | -527201392 | none | ||
| 23402 | Adjustable Eyeglasses | 256 | none | -527201398 | none | ||
| 3573 | Elizabeth Arden visible difference skin balancing lotion Combination 49.5ml Imperfect Box | 0 | ELIZABETH ARDEN | -527201654 | none | ||
| 3569 | Elizabeth Arden Ceramide Lift And Firm Day Lotion 50ml SPF30 | 0 | ELIZABETH ARDEN | -527201654 | none |