Fold 0 - Understanding why coefficient -2570982 was selected
Tag: ABSTRACT
Selected Coefficient: -2570982
Taxonomy Path: -1.1.13.7
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 9
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? |
|---|---|---|---|---|---|
| -2570982 | 8.000000 | -1.1.13.7 | -7.13.1.1 (-(7*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| 68900399 | 8.014085 | 11.0.36.50.2 | 2.50.36.0.11 (2*71^4 + 50*71^3 + 36*71^2 + 11) | No | |
| 76966070 | 8.014085 | 11.1.3.2.3 | 3.2.3.1.11 (3*71^4 + 2*71^3 + 3*71^2 + 71 + 11) | No | |
| 2959551 | 9.000000 | 58.6.19.8 | 8.19.6.58 (8*71^3 + 19*71^2 + 6*71 + 58) | No | |
| 5888444 | 9.000000 | 59.7.32.16 | 16.32.7.59 (16*71^3 + 32*71^2 + 7*71 + 59) | No | |
| 74042363 | 9.000000 | 13.2.62.64.2 | 2.64.62.2.13 (2*71^4 + 64*71^3 + 62*71^2 + 2*71 + 13) | No | |
| 79788875 | 9.000000 | 69.69.65.9.3 | 3.9.65.69.69 (3*71^4 + 9*71^3 + 65*71^2 + 69*71 + 69) | No | |
| 5186 | 9.000000 | 3.2.1 | 1.2.3 (5041 + 2*71 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
| 35844 | 9.000000 | 60.7.7 | 7.7.60 (7*71^2 + 7*71 + 60) | No |
These are the training products that have the "ABSTRACT" tag (processing sequence 354). 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 |
|---|---|---|---|---|---|---|---|
| 7895 | Organic Vessle | 79788875 | GREEN, YELLOW, BOWL | 82359857 | BRIGHT COLORS, FUSED GLASS | ||
| 7909 | Retro Mesh Series #1.5 (3) | 76966070 | BLACK, GREEN, YELLOW | 79537052 | BRIGHT COLORS, FUSED GLASS, SQUARE | ||
| 7907 | Retro Mesh Blue Series #1.5 (2) | 74042363 | GREEN | 76613345 | BRIGHT COLORS, FUSED GLASS | ||
| 7906 | Retro Mesh Black Series #1.5 | 68900399 | BLACK, WHITE, GREY | 71471381 | FUSED GLASS | ||
| 7914 | Violet Storm | 5888444 | SILVER, YELLOW | 8459426 | INSTALLATION | ||
| 7911 | The Earth Set | 2959551 | GREEN, SILVER, YELLOW | 5530533 | INSTALLATION | ||
| 7912 | The Midnight Set | 35844 | SILVER | 2606826 | INSTALLATION | ||
| 3967 | "Hot Like A Lizard In The Sun" | 5186 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 2576168 | none | |
| 7893 | She Escaped: Down River Among Volkswagen Fishies | -2570982 | BLACK, WHITE, BROWN, BEIGE | 0 | ACRYLIC, BRIGHT COLORS | ||
| 7880 | She Escaped: Among Frilly Feathered Top Hats | -2570982 | BLACK, WHITE, BROWN, BEIGE | 0 | ACRYLIC, BRIGHT COLORS, SQUARE |