Fold 0 - Understanding why coefficient 125070 was selected
Tag: AWARD WINNING
Selected Coefficient: 125070
Taxonomy Path: 13.3.20
Taxonomy Name: Health & Beauty > Personal Care > Personal Care Gift Sets & Kits
Products with this tag: 37
Unique residual values tried: 13
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? |
|---|---|---|---|---|---|
| 125070 | 22.013620 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | Yes |
| 2041057 | 22.014261 | 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 |
| 744501622 | 22.014741 | 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 |
| 824317771 | 22.014741 | 13.3.72.12.21 | 21.12.72.3.13 (21*79^4 + 12*79^3 + 72*79^2 + 3*79 + 13) | No | |
| -355566 | 22.177215 | -66.76.56 | -56.76.66 (-(56*79^2 + 76*79 + 66)) | No | |
| 0 | 26.000160 | 0 | 0 (0) | No | |
| 783326633 | 26.001602 | 0.0.61.8.20 | 20.8.61.0.0 (20*79^4 + 8*79^3 + 61*79^2) | No | |
| 1235969 | 34.000000 | 14.3.40.2 | 2.40.3.14 (2*79^3 + 40*79^2 + 3*79 + 14) | Home & Garden > Decor > Home Fragrances > Candles | No |
| 499455 | 35.000000 | 17.2.1.1 | 1.1.2.17 (493039 + 6241 + 2*79 + 17) | Media > Magazines & Newspapers > Magazines > Consumer Magazines | No |
| -805088 | 35.000000 | -78.78.49.1 | -1.49.78.78 (-(493039 + 49*79^2 + 78*79 + 78)) | No | |
| 1004968 | 35.000000 | 9.2.3.2 | 2.3.2.9 (2*79^3 + 3*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | No |
| 5 | 36.000000 | 5 | 5 (5) | Bundles | No |
| -125065 | 36.000000 | -8.3.20 | -20.3.8 (-(20*79^2 + 3*79 + 8)) | No |
These are the training products that have the "AWARD WINNING" tag (processing sequence 729). 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 | 824317771 | ACNE | 824192701 | BREAK OUTS | ||
| 13701 | Radiance Cream with Rose & Frankincense | 783326633 | ORGANIC, ACNE | 783201563 | none | ||
| 13699 | Eye Serum with Rose & Starflower | 744501622 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Eye Creams | none | 744376552 | none | |
| 13683 | Aromatherapy Bath Oil with Calming Rose & Ylang Ylang - Heart Bottle | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 1915987 | GIFT UNDER £30 | |
| 13698 | Aromatherapy Bath Oil with De-Stressing Juniper & Grapefruit | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 1915987 | none | |
| 13754 | Apricot Geranium & Apricot Palmarosa Gift Set | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | ACNE | 1915987 | none | |
| 13684 | Aromatherapy Bath Oil with Calming Rose & Ylang Ylang | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 1915987 | none | |
| 13757 | Luxury Aromatherapy Candle - Rose Tree No. 7 - Calm | 1235969 | Home & Garden > Decor > Home Fragrances > Candles | none | 1110899 | CALM, DE-STRESS, VEGETABLE WAX | |
| 13712 | Luxury Aromatherapy Candle - Rose Tree No. 1 - De-Stress - Travel Size | 1235969 | Home & Garden > Decor > Home Fragrances > Candles | none | 1110899 | DE-STRESS, GIFT UNDER £30, TRAVEL SIZE, VEGETABLE WAX | |
| 13697 | Luxury Aromatherapy Candle - Rose Tree No. 1 - De-Stress | 1235969 | Home & Garden > Decor > Home Fragrances > Candles | none | 1110899 | DE-STRESS | |
| 3686 | Salted Caramels - 34% Milk Chocolate, made with organic cane sugar and Vancouver Island Sea Salt - 8 pieces | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 879898 | MILK | |
| 3642 | Tablet - Milk Chocolate, 34% with Raspberries and Pistachios | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 879898 | CHOCOLATE TABLETS, MILK, SIGNATURE COLLECTION | |
| 13668 | Essential Magazine - July 2018 | 499455 | Media > Magazines & Newspapers > Magazines > Consumer Magazines | none | 374385 | none | |
| 13639 | The Green Parent Magazine - August /Sept 2017 | 499455 | Media > Magazines & Newspapers > Magazines > Consumer Magazines | none | 374385 | none | |
| 13675 | Aromatherapy Candle Indulgence Gift Set - De-Stress | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 13693 | Aromatherapy Candle Indulgence Gift Set - Soothing | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 13755 | De-Stress Aromatherapy Candle, Bath Oil Gift Set | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | DE-STRESS, VEGETABLE WAX | |
| 13655 | Soothing Aromatherapy Little Treats Gift Set | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | GIFT UNDER £30, HAND CREAM | |
| 13644 | Bath Indulgence Collection | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 13645 | Winter Rose Essentials | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 13646 | Winter Rose - The Collection | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 13648 | Aromatherapy Gift Set - Calming Rose Treats | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 0 | none | |
| 13638 | Wellbeing Aromatherapy Gift Set - Spoil Me | 5 | Bundles | none | -125065 | HAND CREAM | |
| 3526 | Tin 7 - Award Winners | 0 | 7 PIECE COLLECTION | -125070 | none | ||
| 13647 | Calming Body Oil with Rose & Ylang Ylang | 0 | STRESS | -125070 | ITCHY SKIN | ||
| 13650 | Radiance Saviour Essential Collection | 0 | ORGANIC, ACNE | -125070 | BREAK OUTS | ||
| 13651 | Radiance Saviour Complete Collection | 0 | ORGANIC, ACNE | -125070 | BREAK OUTS | ||
| 13652 | Radiance Restore Essentials Collection | 0 | ORGANIC, ACNE | -125070 | BREAK OUTS | ||
| 13665 | De-Stress Body Oil with Juniper & Grapefruit | 0 | STRESS | -125070 | ITCHY SKIN | ||
| 13669 | The Ultimate Collection - Radiance Saviour | 0 | ORGANIC, ACNE | -125070 | BREAK OUTS | ||
| 13670 | The Ultimate Collection - Radiance Restore | 0 | ORGANIC, ACNE | -125070 | BREAK OUTS | ||
| 13671 | Radiance Restore Collection | 0 | ORGANIC, ACNE | -125070 | BREAK OUTS | ||
| 13672 | Radiance Saviour Collection | 0 | ORGANIC, ACNE | -125070 | BREAK OUTS | ||
| 13653 | Radiance Restore Complete Collection | -125065 | ORGANIC, ACNE | -250135 | BREAK OUTS | ||
| 13759 | Luxury Aromatherapy Candle - Rose Tree No. 12 - Restore | -355566 | ORANGE | -480636 | CALM, DE-STRESS, VEGETABLE WAX | ||
| 13711 | Luxury Aromatherapy Candle - Rose Tree No. 5, Travel Size - Peace | -805088 | STRESS | -930158 | GIFT UNDER £30, LEMON, TRAVEL SIZE, VEGETABLE WAX, ROSEMARY | ||
| 13758 | Luxury Aromatherapy Candle - Rose Tree No. 5 - Peace | -805088 | STRESS | -930158 | LEMON, VEGETABLE WAX, ROSEMARY |