Fold 0 - Understanding why coefficient 6402 was selected
Tag: ABSTRACT
Selected Coefficient: 6402
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
Products with this tag: 14
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 6402 | 10.000000 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| -1585133 | 10.000160 | -77.77.16.3 | -3.16.77.77 (-(3*79^3 + 16*79^2 + 77*79 + 77)) | No | |
| -4019123 | 10.000481 | -77.77.11.8 | -8.11.77.77 (-(8*79^3 + 11*79^2 + 77*79 + 77)) | No | |
| 112244476 | 11.000160 | 12.1.52.69.2 | 2.69.52.1.12 (2*79^4 + 69*79^3 + 52*79^2 + 79 + 12) | No | |
| -5460784 | 11.000320 | -67.77.5.11 | -11.5.77.67 (-(11*79^3 + 5*79^2 + 77*79 + 67)) | No | |
| 113836011 | 12.000000 | 13.2.70.72.2 | 2.72.70.2.13 (2*79^4 + 72*79^3 + 70*79^2 + 2*79 + 13) | No | |
| 156276 | 13.000000 | 14.3.25 | 25.3.14 (25*79^2 + 3*79 + 14) | Home & Garden > Decor > Decorative Trays | No |
These are the training products that have the "ABSTRACT" tag (processing sequence 370). 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 |
|---|---|---|---|---|---|---|---|
| 7906 | Retro Mesh Black Series #1.5 | 113836011 | GREY | 113829609 | FUSED GLASS | ||
| 7907 | Retro Mesh Blue Series #1.5 (2) | 113836011 | GREEN | 113829609 | BRIGHT COLORS, FUSED GLASS | ||
| 7908 | Retro Mesh Series #1.5 (2) | 112244476 | GREEN, ORANGE | 112238074 | BRIGHT COLORS, FUSED GLASS | ||
| 7895 | Organic Vessle | 112244476 | GREEN, ORANGE | 112238074 | BOWL, BRIGHT COLORS, FUSED GLASS | ||
| 7894 | Neutral Tray | 156276 | Home & Garden > Decor > Decorative Trays | none | 149874 | FUSED GLASS | |
| 10991 | Question Everything, Learn Something, Answer Nothing | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 7912 | The Midnight Set | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 7914 | Violet Storm | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 3967 | "Hot Like A Lizard In The Sun" | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 7913 | The Warm Set | -1585133 | ORANGE | -1591535 | none | ||
| 7893 | She Escaped: Down River Among Volkswagen Fishies | -1585133 | ORANGE | -1591535 | ACRYLIC, BRIGHT COLORS | ||
| 7880 | She Escaped: Among Frilly Feathered Top Hats | -1585133 | ORANGE | -1591535 | ACRYLIC, BRIGHT COLORS | ||
| 7911 | The Earth Set | -4019123 | GREEN | -4025525 | none | ||
| 7896 | Rainbow Tray | -5460784 | GREEN, ORANGE | -5467186 | FUSED GLASS |