Fold 2 - Understanding why coefficient 2041057 was selected
Tag: AROMATHERAPY
Selected Coefficient: 2041057
Taxonomy Path: 13.3.11.4
Taxonomy Name: Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil
Products with this tag: 31
Unique residual values tried: 16
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 | 19.013143 | 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 |
| 4506252 | 19.013151 | 13.3.11.9 | 9.11.3.13 (9*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Aromatherapy Mists & Sprays | No |
| 125070 | 19.013940 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
| 197764900 | 19.139241 | 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 | 22.000641 | 0 | 0 (0) | No | |
| 311600648 | 22.000641 | 0.0.0.0.8 | 8.0.0.0.0 (8*79^4) | No | |
| -1915987 | 22.001124 | -0.0.70.3 | -3.70.0.0 (-(3*79^3 + 70*79^2)) | No | |
| -506294884 | 22.001124 | -0.0.70.78.12 | -12.78.70.0.0 (-(12*79^4 + 78*79^3 + 70*79^2)) | No | |
| -510676066 | 22.001282 | -0.0.61.8.13 | -13.8.61.0.0 (-(13*79^4 + 8*79^3 + 61*79^2)) | No | |
| 1454153 | 22.001282 | 0.0.75.2 | 2.75.0.0 (2*79^3 + 75*79^2) | No | |
| -512717123 | 23.000481 | -13.3.72.12.13 | -13.12.72.3.13 (-(13*79^4 + 12*79^3 + 72*79^2 + 3*79 + 13)) | No | |
| -1017533 | 23.001122 | -13.3.5.2 | -2.5.3.13 (-(2*79^3 + 5*79^2 + 3*79 + 13)) | No | |
| -509777612 | 23.001122 | -13.3.75.6.13 | -13.6.75.3.13 (-(13*79^4 + 6*79^3 + 75*79^2 + 3*79 + 13)) | No | |
| 270609510 | 23.001122 | 66.75.67.74.6 | 6.74.67.75.66 (6*79^4 + 74*79^3 + 67*79^2 + 75*79 + 66) | No | |
| -512842188 | 30.000000 | -21.6.13.13.13 | -13.13.13.6.21 (-(13*79^4 + 13*79^3 + 13*79^2 + 6*79 + 21)) | No | |
| 1235969 | 30.000000 | 14.3.40.2 | 2.40.3.14 (2*79^3 + 40*79^2 + 3*79 + 14) | Home & Garden > Decor > Home Fragrances > Candles | No |
These are the training products that have the "AROMATHERAPY" tag (processing sequence 468). 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 | 311600648 | ACNE | 309559591 | BREAK OUTS, CALM, COMBINATION SKIN, ITCHY SKIN | ||
| 13701 | Radiance Cream with Rose & Frankincense | 270609510 | ORGANIC, ACNE | 268568453 | AWARD WINNING | ||
| 6279 | Young Living JuvaFlex Vitality Essential Oil - 5 Milliliters | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | none | 195723843 | DIETARY-SUPPLEMENT | |
| 6283 | Young Living Thyme Essential Oil - 15 Milliliters | 4506252 | Health & Beauty > Personal Care > Massage & Relaxation > Aromatherapy Mists & Sprays | none | 2465195 | none | |
| 6280 | Young Living Motivation Essential Oil - 5 Milliliters | 4506252 | Health & Beauty > Personal Care > Massage & Relaxation > Aromatherapy Mists & Sprays | none | 2465195 | none | |
| 6281 | Young Living Present Time Essential Oil - 5 Milliliters | 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, ECZEMA, ITCHY SKIN | |
| 3073 | Absolute Essential Sandalwood, Australian Essential Oil | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 3094 | Absolute Essential Frankincense Essential Oil (Wild) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | SLEEP, UPLIFTING | |
| 6269 | Young Living Kunzea Essential Oil - 5 Milliliters | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 6282 | Young Living Royal Hawaiian Sandalwood Essential Oil - 5 Milliliters | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 13666 | Soothing Body Oil with Geranium, Cypress & Lavender | 1454153 | LAVENDER | -586904 | AWARD WINNING, ECZEMA, ITCHY SKIN | ||
| 13713 | Luxury Aromatherapy Candle - Rose Tree No. 7, Travel Size - Calm | 1235969 | Home & Garden > Decor > Home Fragrances > Candles | none | -805088 | AWARD WINNING, CALM, GIFT UNDER £30, TRAVEL SIZE | |
| 6287 | Young Living Seed to Seal Story Collection | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | -1915987 | none | |
| 13655 | Soothing Aromatherapy Little Treats Gift Set | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | -1915987 | AWARD WINNING, GIFT UNDER £30, HAND CREAM | |
| 6289 | Young Living Thieves Essential Oil Samples 0.25 ml - 10 Pack | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | -1915987 | none | |
| 2885 | Absolute Essential Solar Chakra Essential Oils (Organic) | 0 | ORGANIC | -2041057 | none | ||
| 2895 | Absolute Essential Vanilla 45% Essential Oil (Organic) | 0 | ORGANIC | -2041057 | UPLIFTING | ||
| 2917 | Absolute Essential Rosewood Essential Oil (Wild) | 0 | FACIAL | -2041057 | COLDS, UPLIFTING | ||
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | 0 | ORGANIC, ACNE, ALLERGY | -2041057 | ARTHRITIS, BEACH, ECZEMA, FIRST AID | ||
| 3080 | Absolute Essential Bergamot Essential Oil (Organic) | -1017533 | DEODORANT, ORGANIC | -3058590 | BALANCE, FIRST AID | ||
| 2992 | Bathing Babes Sensual Gift Set (Organic) | -1915987 | ORGANIC | -3957044 | GIFT SET | ||
| 6653 | Grapefruit | -506294884 | ACNE | -508335941 | CIRCULATION, COLD PRESSED | ||
| 3138 | Natural Solutions East Cape 4% Mānuka Oil Blend- Mild | -509777612 | DEODORANT, ACNE | -511818669 | BEACH, MANUKA | ||
| 13754 | Apricot Geranium & Apricot Palmarosa Gift Set | -510676066 | ACNE | -512717123 | AWARD WINNING | ||
| 13669 | The Ultimate Collection - Radiance Saviour | -512717123 | ORGANIC, ACNE | -514758180 | AWARD WINNING, BREAK OUTS | ||
| 13652 | Radiance Restore Essentials Collection | -512717123 | ORGANIC, ACNE | -514758180 | AWARD WINNING, BREAK OUTS | ||
| 13650 | Radiance Saviour Essential Collection | -512717123 | ORGANIC, ACNE | -514758180 | AWARD WINNING, BREAK OUTS | ||
| 13651 | Radiance Saviour Complete Collection | -512717123 | ORGANIC, ACNE | -514758180 | AWARD WINNING, BREAK OUTS | ||
| 13670 | The Ultimate Collection - Radiance Restore | -512717123 | ORGANIC, ACNE | -514758180 | AWARD WINNING, BREAK OUTS | ||
| 13653 | Radiance Restore Complete Collection | -512842188 | ORGANIC, ACNE | -514883245 | AWARD WINNING, BREAK OUTS |