Fold 3 - Understanding why coefficient 2041057 was selected
Tag: FACIAL
Selected Coefficient: 2041057
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: 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? |
|---|---|---|---|---|---|
| 2041057 | 2.000320 | 13.3.11.4 | 4.11.3.13 (4*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | Yes |
| 510801136 | 2.000481 | 13.3.2.9.13 | 13.9.2.3.13 (13*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | No |
| 822401784 | 2.000481 | 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 |
| 781410646 | 5.000000 | 0.0.70.4.20 | 20.4.70.0.0 (20*79^4 + 4*79^3 + 70*79^2) | No | |
| 6818673201 | 5.000000 | 0.0.70.4.17.2 | 2.17.4.70.0.0 (2*79^5 + 17*79^4 + 4*79^3 + 70*79^2) | No |
These are the training products that have the "FACIAL" tag (processing sequence 110). 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! | 6818673201 | ORGANIC | 6816632144 | BEAUTY | ||
| 3153 | Living Nature Advanced Renewal Night Serum | 822401784 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | none | 820360727 | SERUM, ACNE, ANTI-AGEING, ANTI-INFLAMMATORY | |
| 3156 | Nutra Organics Glow Mist Hydrating Collagen Facial Spray | 781410646 | ORGANIC | 779369589 | ACNE, ANTI-AGEING, DERMATITIS | ||
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | 510801136 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | none | 508760079 | ACNE, ANTIOXIDANT, BEAUTY, BODY, EXFOLIATION, FACE MASK, SCRUB | |
| 2917 | Absolute Essential Rosewood Essential Oil (Wild) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | AROMATHERAPY, BODY OIL, COLDS | |
| 3074 | Absolute Essential Avocado Oil (Organic) - ON SALE! | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | ACNE, ANTI-AGEING, BEAUTY, BODY OIL, CARRIER OIL, FRAGRANCE-FREE, INFLAMMATION | |
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | BATHROOM, ECONOMICAL, HOUSEHOLD INGREDIENTS |