Fold 0 - Understanding why coefficient 2041057 was selected
Tag: STRESS
Selected Coefficient: 2041057
Taxonomy Path: 13.3.11.4
Taxonomy Name: Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil
Products with this tag: 14
Unique residual values tried: 8
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 | 8.012820 | 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 | 8.012825 | 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 |
| 822401784 | 8.013299 | 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 |
| 197764900 | 8.063291 | 13.1.9.6.5 | 5.6.9.1.13 (5*79^4 + 6*79^3 + 9*79^2 + 79 + 13) | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | No |
| 0 | 9.012658 | 0 | 0 (0) | No | |
| 195723843 | 9.050633 | 0.77.76.1.5 | 5.1.76.77.0 (5*79^4 + 493039 + 76*79^2 + 77*79) | No | |
| 1235969 | 12.000000 | 14.3.40.2 | 2.40.3.14 (2*79^3 + 40*79^2 + 3*79 + 14) | Home & Garden > Decor > Home Fragrances > Candles | No |
| -5991262 | 13.000000 | -60.77.11.12 | -12.11.77.60 (-(12*79^3 + 11*79^2 + 77*79 + 60)) | No |
These are the training products that have the "STRESS" tag (processing sequence 151). 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 |
|---|---|---|---|---|---|---|---|
| 13700 | Radiance Facial Essence with Rose & Marula | 822401784 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | none | 820360727 | ACNE, BREAK OUTS, CALM, ITCHY SKIN | |
| 3122 | Kiwiherb EchiBerry® | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 195723843 | HERBAL, IMMUNE | |
| 3108 | Green Trading Organic Ashwagandha Capsules | 195723843 | ORGANIC | 193682786 | ANXIETY, FERTILITY, MEN'S HEALTH | ||
| 2867 | Absolute Essential Romance Stimulating Skin Balm (Organic) | 5492330 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | none | 3451273 | CHRISTMAS GIFT IDEAS | |
| 13665 | De-Stress Body Oil with Juniper & Grapefruit | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | AWARD WINNING, ITCHY SKIN | |
| 3094 | Absolute Essential Frankincense Essential Oil (Wild) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 13647 | Calming Body Oil with Rose & Ylang Ylang | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | AWARD WINNING, ITCHY SKIN | |
| 13711 | Luxury Aromatherapy Candle - Rose Tree No. 5, Travel Size - Peace | 1235969 | Home & Garden > Decor > Home Fragrances > Candles | none | -805088 | AWARD WINNING, GIFT UNDER £30, LEMON, TRAVEL SIZE, VEGETABLE WAX, ROSEMARY | |
| 13758 | Luxury Aromatherapy Candle - Rose Tree No. 5 - Peace | 1235969 | Home & Garden > Decor > Home Fragrances > Candles | none | -805088 | AWARD WINNING, LEMON, VEGETABLE WAX, ROSEMARY | |
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | 0 | ORGANIC | -2041057 | MATERNITY, ANXIETY, BABIES, MOTHERS | ||
| 2917 | Absolute Essential Rosewood Essential Oil (Wild) | 0 | FACIAL | -2041057 | ANXIETY, APHRODISIAC | ||
| 2895 | Absolute Essential Vanilla 45% Essential Oil (Organic) | 0 | ORGANIC | -2041057 | ANXIETY | ||
| 2885 | Absolute Essential Solar Chakra Essential Oils (Organic) | 0 | ORGANIC | -2041057 | none | ||
| 14097 | St Dymphna Pocket Rosary, Patron Saint of Stress & Psychological Problems | -5991262 | PINK | -8032319 | 51, ANXIETY |