Fold 4 - Understanding why coefficient 2041057 was selected
Tag: BRIGHTER SKIN
Selected Coefficient: 2041057
Taxonomy Path: 13.3.11.4
Taxonomy Name: Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil
Products with this tag: 27
Unique residual values tried: 9
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 | 11.001444 | 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 |
| 5492330 | 11.001454 | 13.3.11.11 | 11.11.3.13 (11*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | No |
| 125070 | 11.001602 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
| 822401784 | 11.002085 | 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 |
| 783451703 | 11.002085 | 13.3.2.9.20 | 20.9.2.3.13 (20*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizers | No |
| 467906743 | 11.002087 | 13.3.2.1.12 | 12.1.2.3.13 (12*79^4 + 493039 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Bath & Body > Body Scrubs & Exfoliants | No |
| 0 | 17.000160 | 0 | 0 (0) | No | |
| 820360727 | 17.001442 | 0.0.70.4.21 | 21.4.70.0.0 (21*79^4 + 4*79^3 + 70*79^2) | No | |
| -125065 | 26.000000 | -8.3.20 | -20.3.8 (-(20*79^2 + 3*79 + 8)) | No |
These are the training products that have the "BRIGHTER SKIN" tag (processing sequence 2862). 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 |
|---|---|---|---|---|---|---|---|
| 13674 | Deep Nourish Facial Essence with Rose & Blackcurrant | 822401784 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | none | 820360727 | none | |
| 13700 | Radiance Facial Essence with Rose & Marula | 820360727 | ITCHY SKIN | 818319670 | NATURAL SKINCARE | ||
| 13701 | Radiance Cream with Rose & Frankincense | 783451703 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizers | none | 781410646 | NATURAL SKINCARE | |
| 13702 | Honey & Rose Sugar Scrub Treatment | 467906743 | Health & Beauty > Personal Care > Cosmetics > Bath & Body > Body Scrubs & Exfoliants | none | 465865686 | ORGANIC BODY CARE | |
| 12767 | De-Stress Aromatherapy Hand Balm with Juniper & Grapefruit | 5492330 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | none | 3451273 | ORGANIC BODY CARE, HAND CREAM | |
| 13718 | Aromatherapy Bath Oil with De-Stressing Juniper & Grapefruit - Heart Bottle | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | ORGANIC BODY CARE | |
| 13684 | Aromatherapy Bath Oil with Calming Rose & Ylang Ylang | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | ORGANIC BODY CARE | |
| 13696 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender - Heart Bottle | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | NATURAL SKINCARE, ORGANIC BODY CARE | |
| 13695 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | NATURAL SKINCARE, ORGANIC BODY CARE | |
| 13683 | Aromatherapy Bath Oil with Calming Rose & Ylang Ylang - Heart Bottle | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | ORGANIC BODY CARE | |
| 13698 | Aromatherapy Bath Oil with De-Stressing Juniper & Grapefruit | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | ORGANIC BODY CARE | |
| 13754 | Apricot Geranium & Apricot Palmarosa Gift Set | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | -1915987 | NATURAL SKINCARE, ORGANIC BODY CARE | |
| 13644 | Bath Indulgence Collection | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | -1915987 | ORGANIC BODY CARE | |
| 13646 | Winter Rose - The Collection | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | -1915987 | ORGANIC BODY CARE | |
| 13648 | Aromatherapy Gift Set - Calming Rose Treats | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | -1915987 | ORGANIC BODY CARE | |
| 13655 | Soothing Aromatherapy Little Treats Gift Set | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | -1915987 | NATURAL SKINCARE, ORGANIC BODY CARE, HAND CREAM | |
| 13656 | De-Stress Aromatherapy Little Treats Gift Set | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | -1915987 | ORGANIC BODY CARE, HAND CREAM | |
| 13650 | Radiance Saviour Essential Collection | 0 | SKINCARE SET | -2041057 | NATURAL SKINCARE | ||
| 13671 | Radiance Restore Collection | 0 | SKINCARE SET | -2041057 | NATURAL SKINCARE | ||
| 13670 | The Ultimate Collection - Radiance Restore | 0 | SKINCARE SET | -2041057 | NATURAL SKINCARE | ||
| 13669 | The Ultimate Collection - Radiance Saviour | 0 | SKINCARE SET | -2041057 | NATURAL SKINCARE | ||
| 13672 | Radiance Saviour Collection | 0 | SKINCARE SET | -2041057 | NATURAL SKINCARE | ||
| 13652 | Radiance Restore Essentials Collection | 0 | SKINCARE SET | -2041057 | NATURAL SKINCARE | ||
| 13714 | Best Sellers Capsule Set | 0 | SKINCARE SET | -2041057 | none | ||
| 13651 | Radiance Saviour Complete Collection | 0 | SKINCARE SET | -2041057 | NATURAL SKINCARE | ||
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | 0 | SKINCARE SET | -2041057 | ORGANIC GIFTS | ||
| 13653 | Radiance Restore Complete Collection | -125065 | SKINCARE SET | -2166122 | NATURAL SKINCARE |