Fold 3 - Understanding why coefficient 1487321 was selected
Tag: FACIAL
Selected Coefficient: 1487321
Taxonomy Path: 13.3.11.4
Taxonomy Name: Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil
Products with this tag: 7
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 1487321 | 2.000198 | 13.3.11.4 | 4.11.3.13 (4*71^3 + 11*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | Yes |
| 536876808 | 2.000793 | 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 |
| 509977806 | 5.000000 | 0.0.62.4.20 | 20.4.62.0.0 (20*71^4 + 4*71^3 + 62*71^2) | No | |
| 4042201465 | 5.000000 | 0.0.62.4.17.2 | 2.17.4.62.0.0 (2*71^5 + 17*71^4 + 4*71^3 + 62*71^2) | No |
These are the training products that have the "FACIAL" tag (processing sequence 84). 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 |
|---|---|---|---|---|---|---|---|
| 3090 | Eco By Sonya Super Fruit Toner - ON SALE! | 4042201465 | ORGANIC | 4040714144 | SKIN TONING | ||
| 3153 | Living Nature Advanced Renewal Night Serum | 536876808 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | none | 535389487 | ANTI-AGEING, ANTI-INFLAMMATORY, ECZEMA, SKIN TONING | |
| 3156 | Nutra Organics Glow Mist Hydrating Collagen Facial Spray | 509977806 | ORGANIC | 508490485 | ANTI-AGEING, ECZEMA | ||
| 3070 | Absolute Essential Apricot Kernel Oil (Organic) | 1487321 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | ANTI-AGEING, BATH | |
| 3074 | Absolute Essential Avocado Oil (Organic) - ON SALE! | 1487321 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | ANTI-AGEING, BATH | |
| 2917 | Absolute Essential Rosewood Essential Oil (Wild) | 1487321 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | APHRODISIAC, BATH | |
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | 1487321 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none |