Fold 4 - Understanding why coefficient -15640266 was selected
Tag: PORTRAIT
Selected Coefficient: -15640266
Taxonomy Path: -4.4.57.31
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -15640266 | 4.000000 | -4.4.57.31 | -31.57.4.4 (-(31*79^3 + 57*79^2 + 4*79 + 4)) | Yes | |
| -8525536 | 4.000000 | -14.4.23.17 | -17.23.4.14 (-(17*79^3 + 23*79^2 + 4*79 + 14)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 510744497 | 4.000000 | 17.76.71.8.13 | 13.8.71.76.17 (13*79^4 + 8*79^3 + 71*79^2 + 76*79 + 17) | No | |
| 521810437 | 4.000000 | 32.5.28.31.13 | 13.31.28.5.32 (13*79^4 + 31*79^3 + 28*79^2 + 5*79 + 32) | No |
These are the training products that have the "PORTRAIT" tag (processing sequence 3176). 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 |
|---|---|---|---|---|---|---|---|
| 8699 | Sistas Sisters Melanin Woman Blue and White Clothes Matching Outfit Classy Ladies SVG PNG JPG Cutting Files Vector Designs Print | 521810437 | CASUAL, BEAUTY, FEMALE, LIFESTYLE | 537450703 | none | ||
| 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 | 510744497 | PRIDE, BEAUTY | 526384763 | none | ||
| 9387 | Airbrush Long Live Portrait With Butterflies Shirt Design | 0 | DESIGN | 15640266 | none | ||
| 9389 | Airbrush RIP Portrait Shirt Design | -8525536 | DESIGN, BLUE, FULL | 7114730 | none | ||
| 9379 | Airbrush #LongLive Portrait With Butterflies Shirt Design | -15640266 | DESIGN, GREEN, ORANGE, BLUE, T-SHIRT | 0 | RAINBOW |