Fold 2 - Understanding why coefficient -510801136 was selected
Tag: BEAUTY
Selected Coefficient: -510801136
Taxonomy Path: -13.3.2.9.13
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| -510801136 | 5.000320 | -13.3.2.9.13 | -13.9.2.3.13 (-(13*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13)) | Yes | |
| 6816632144 | 5.000481 | 66.75.58.0.17.2 | 2.17.0.58.75.66 (2*79^5 + 17*79^4 + 58*79^2 + 75*79 + 66) | No | |
| -2041057 | 5.000481 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | No | |
| -3819413 | 7.012658 | -0.78.58.7 | -7.58.78.0 (-(7*79^3 + 58*79^2 + 78*79)) | No | |
| 0 | 7.012658 | 0 | 0 (0) | No | |
| -56639 | 8.000000 | -75.5.9 | -9.5.75 (-(9*79^2 + 5*79 + 75)) | No | |
| 3430453194 | 8.000000 | 12.2.61.5.9.1 | 1.9.5.61.2.12 (3077056399 + 9*79^4 + 5*79^3 + 61*79^2 + 2*79 + 12) | No | |
| -3139303 | 8.000000 | -1.1.29.6 | -6.29.1.1 (-(6*79^3 + 29*79^2 + 79 + 1)) | No |
These are the training products that have the "BEAUTY" tag (processing sequence 771). 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 |
|---|---|---|---|---|---|---|---|
| 3090 | Eco By Sonya Super Fruit Toner - ON SALE! | 6816632144 | ORGANIC, FACIAL | 7327433280 | none | ||
| 2968 | Aotearoad All-Natural & Plastic Waste-Free Lip Balms - ON SALE! | 3430453194 | BEACH | 3941254330 | BIO-DEGRADABLE, BIODEGRADABLE, COMPOSTABLE | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | 0 | ACNE, ALL AGES | 510801136 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | CHILDREN, CRADLE CAP, ECZEMA, MENOPAUSE, MOTHERS | |
| 8831 | Valentines Day Bundle Love Day Celebration Valentines 20 Designs Bundle Love Cupid Jesus Cute Valentines SVG Retro True Love Valentine Shirts SVG PNG Cutting Designs Print Sublimation | -56639 | PRIDE | 510744497 | PORTRAIT | ||
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | -2041057 | FACIAL, ACNE | 508760079 | ECZEMA, EXFOLIATION, FACE MASK | ||
| 3091 | Eco Tan Invisible Tan Self Tan & Bronzer - Organic! | -3139303 | ORGANIC, BEACH | 507661833 | SUN | ||
| 8519 | Set of 4 - Airplane Rocket Print Fashion Mask for Kids - Boys & Girls / AZMKD669 | -3819413 | 20-30, ARRAS CREATIONS | 506981723 | MASK | ||
| 3074 | Absolute Essential Avocado Oil (Organic) - ON SALE! | -510801136 | FACIAL, ACNE | 0 | none | ||
| 3070 | Absolute Essential Apricot Kernel Oil (Organic) | -510801136 | FACIAL, ACNE | 0 | none |