Fold 1 - Understanding why coefficient -512717123 was selected
Tag: ANTI-AGEING
Selected Coefficient: -512717123
Taxonomy Path: -13.3.72.12.13
Taxonomy Name:
Products with this tag: 37
Unique residual values tried: 21
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? |
|---|---|---|---|---|---|
| -512717123 | 24.001282 | -13.3.72.12.13 | -13.12.72.3.13 (-(13*79^4 + 12*79^3 + 72*79^2 + 3*79 + 13)) | Yes | |
| -510801136 | 24.001763 | -13.3.2.9.13 | -13.9.2.3.13 (-(13*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13)) | No | |
| 311475578 | 24.001763 | 66.75.58.78.7 | 7.78.58.75.66 (7*79^4 + 78*79^3 + 58*79^2 + 75*79 + 66) | No | |
| -511262970 | 24.001923 | -13.3.76.9.13 | -13.9.76.3.13 (-(13*79^4 + 9*79^3 + 76*79^2 + 3*79 + 13)) | No | |
| -1248337552 | 24.001923 | -13.3.73.3.32 | -32.3.73.3.13 (-(32*79^4 + 3*79^3 + 73*79^2 + 3*79 + 13)) | No | |
| -249890 | 24.001923 | -13.3.40 | -40.3.13 (-(40*79^2 + 3*79 + 13)) | No | |
| 82699241 | 24.001923 | 66.75.57.9.2 | 2.9.57.75.66 (2*79^4 + 9*79^3 + 57*79^2 + 75*79 + 66) | No | |
| 0 | 25.013459 | 0 | 0 (0) | No | |
| 272650567 | 25.013460 | 0.0.0.0.7 | 7.0.0.0.0 (7*79^4) | No | |
| 311600648 | 25.013460 | 0.0.0.0.8 | 8.0.0.0.0 (8*79^4) | No | |
| 1454153 | 25.014100 | 0.0.75.2 | 2.75.0.0 (2*79^3 + 75*79^2) | No | |
| -124820 | 25.014261 | -0.0.20 | -20.0.0 (-(20*79^2)) | No | |
| -508760079 | 25.014261 | -0.0.70.4.13 | -13.4.70.0.0 (-(13*79^4 + 4*79^3 + 70*79^2)) | No | |
| -510676066 | 25.014261 | -0.0.61.8.13 | -13.8.61.0.0 (-(13*79^4 + 8*79^3 + 61*79^2)) | No | |
| 195723843 | 25.139241 | 0.77.76.1.5 | 5.1.76.77.0 (5*79^4 + 493039 + 76*79^2 + 77*79) | No | |
| 2041057 | 27.000483 | 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 | No |
| 5492330 | 27.000493 | 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 | 27.001122 | 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 |
| 744501622 | 27.001122 | 13.3.2.9.19 | 19.9.2.3.13 (19*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams | No |
| 499455 | 36.000000 | 17.2.1.1 | 1.1.2.17 (493039 + 6241 + 2*79 + 17) | Media > Magazines & Newspapers > Magazines > Consumer Magazines | No |
| -512842188 | 36.000000 | -21.6.13.13.13 | -13.13.13.6.21 (-(13*79^4 + 13*79^3 + 13*79^2 + 6*79 + 21)) | No |
These are the training products that have the "ANTI-AGEING" tag (processing sequence 439). 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 |
|---|---|---|---|---|---|---|---|
| 2111 | Wholesale_Hyaluronic High Potency Serum - 32 oz | 822401784 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | none | 1335118907 | BEST SELLER, MOISTURIZERS | |
| 2110 | Hyaluronic High Potency Serum | 822401784 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | none | 1335118907 | BEST SELLER, MOISTURIZERS | |
| 13699 | Eye Serum with Rose & Starflower | 744501622 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams | none | 1257218745 | AWARD WINNING | |
| 13700 | Radiance Facial Essence with Rose & Marula | 311600648 | ACNE | 824317771 | AROMATHERAPY, BREAK OUTS, CALM, COMBINATION SKIN, ITCHY SKIN | ||
| 2083 | Argan Hemp Oil | 311475578 | ARGAN OIL, ACNE | 824192701 | BREAKOUTS/BLEMISHES | ||
| 2077 | Argan Oil - Rollerball 100% pure, organic | 311475578 | ARGAN OIL, ACNE | 824192701 | BREAKOUTS/BLEMISHES | ||
| 13692 | Intensive Balm with Marshmallow & Frangipani | 272650567 | ACNE | 785367690 | none | ||
| 3107 | Green Trading Organic Amla Capsules - 500mg | 195723843 | ORGANIC | 708440966 | NOURISHING, HAIR | ||
| 2079 | Organic Coconut Oil with Argan Oil - 100% pure, virgin organic grade | 82699241 | ORGANIC, ARGAN OIL | 595416364 | MOISTURIZERS | ||
| 12767 | De-Stress Aromatherapy Hand Balm with Juniper & Grapefruit | 5492330 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | none | 518209453 | GIFT UNDER £30, HAND CREAM | |
| 13698 | Aromatherapy Bath Oil with De-Stressing Juniper & Grapefruit | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 514758180 | AWARD WINNING | |
| 13695 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 514758180 | ORGANIC CLEANSER | |
| 13696 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender - Heart Bottle | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 514758180 | GIFT UNDER £30, ORGANIC CLEANSER | |
| 13658 | Calming Aromatherapy Roller Ball with Rose & Ylang Ylang | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 514758180 | GIFT UNDER £30 | |
| 13718 | Aromatherapy Bath Oil with De-Stressing Juniper & Grapefruit - Heart Bottle | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 514758180 | GIFT UNDER £30 | |
| 13683 | Aromatherapy Bath Oil with Calming Rose & Ylang Ylang - Heart Bottle | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 514758180 | AWARD WINNING, GIFT UNDER £30 | |
| 13665 | De-Stress Body Oil with Juniper & Grapefruit | 1454153 | LAVENDER | 514171276 | AWARD WINNING, ECZEMA, ITCHY SKIN | ||
| 13666 | Soothing Body Oil with Geranium, Cypress & Lavender | 1454153 | LAVENDER | 514171276 | AROMATHERAPY, AWARD WINNING, ECZEMA, ITCHY SKIN | ||
| 13668 | Essential Magazine - July 2018 | 499455 | Media > Magazines & Newspapers > Magazines > Consumer Magazines | none | 513216578 | AWARD WINNING, COMBINATION SKIN, ECZEMA, ORGANIC CLEANSER | |
| 2103 | Ghassoul Clay Mask _Orange Blossom_ BackBar - 5 Kilo | 0 | ACNE | 512717123 | FACE & BODY MASKS | ||
| 2102 | Ghassoul Clay Mask _Lavender_ BackBar - 5 Kilo | 0 | ACNE | 512717123 | FACE & BODY MASKS | ||
| 2101 | Ghassoul Clay Mask - BackBar - 5 Kilo | 0 | ACNE | 512717123 | FACE & BODY MASKS | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | 0 | ACNE, ALL AGES | 512717123 | BABIES, BEAUTY, CHILDREN, CRADLE CAP, ECZEMA, GENTLE, HORMONE BALANCE, MOTHERS, NAPPY RASH | ||
| 2081 | African Black Soap - Hand packed - 1 lb | -124820 | SKIN CARE | 512592303 | BREAKOUTS/BLEMISHES, FACE & BODY CLEANSERS, SHEA BUTTER | ||
| 2082 | African Black Soap - with Argan Oil - 16 oz | -249890 | ARGAN OIL, SKIN CARE | 512467233 | BREAKOUTS/BLEMISHES, FACE & BODY CLEANSERS, SHEA BUTTER | ||
| 3070 | Absolute Essential Apricot Kernel Oil (Organic) | -508760079 | ACNE | 3957044 | BEAUTY, BODY OIL, CARRIER OIL | ||
| 13754 | Apricot Geranium & Apricot Palmarosa Gift Set | -510676066 | ACNE | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | AROMATHERAPY, AWARD WINNING | |
| 2106 | 2 in 1 Ghassoul Clay and Argan Oil Elixor | -510801136 | ARGAN OIL, ACNE | 1915987 | BREAKOUTS/BLEMISHES, FACE & BODY MASKS | ||
| 3153 | Living Nature Advanced Renewal Night Serum | -510801136 | SERUM, ACNE | 1915987 | ANTI-INFLAMMATORY, ECZEMA | ||
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | -511262970 | LAVENDER, ACNE | 1454153 | AWARD WINNING, BREAK OUTS, COMBINATION SKIN, ECZEMA, ORGANIC CLEANSER, ROSEMARY | ||
| 13669 | The Ultimate Collection - Radiance Saviour | -512717123 | ORGANIC, ACNE | 0 | AROMATHERAPY, AWARD WINNING, BREAK OUTS | ||
| 13672 | Radiance Saviour Collection | -512717123 | ORGANIC, ACNE | 0 | AROMATHERAPY, AWARD WINNING, BREAK OUTS | ||
| 13650 | Radiance Saviour Essential Collection | -512717123 | ORGANIC, ACNE | 0 | AROMATHERAPY, AWARD WINNING, BREAK OUTS | ||
| 13671 | Radiance Restore Collection | -512717123 | ORGANIC, ACNE | 0 | AROMATHERAPY, AWARD WINNING, BREAK OUTS | ||
| 13670 | The Ultimate Collection - Radiance Restore | -512717123 | ORGANIC, ACNE | 0 | AROMATHERAPY, AWARD WINNING, BREAK OUTS | ||
| 13653 | Radiance Restore Complete Collection | -512842188 | ORGANIC, ACNE | -125065 | AROMATHERAPY, AWARD WINNING, BREAK OUTS | ||
| 3071 | Absolute Essential Argan Oil (Organic) | -1248337552 | SERUM, ACNE | -735620429 | ANTI-INFLAMMATORY, BODY OIL, CARRIER OIL, CRADLE CAP, ECZEMA, HAIR CARE, NAPPY RASH, SCARS |