Fold 0 - Understanding why coefficient 661428 was selected
Tag: LDSALE
Selected Coefficient: 661428
Taxonomy Path: 1.1.13.1
Taxonomy Name:
Products with this tag: 17
Unique residual values tried: 10
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? |
|---|---|---|---|---|---|
| 661428 | 8.012774 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | Yes | |
| 62085 | 8.012919 | 1.1.9 | 9.1.1 (9*83^2 + 83 + 1) | No | |
| 75863 | 8.012919 | 1.1.11 | 11.1.1 (11*83^2 + 83 + 1) | No | |
| 4085261 | 8.013064 | 1.1.12.7 | 7.12.1.1 (7*83^3 + 12*83^2 + 83 + 1) | No | |
| 4670909 | 8.096386 | 1.2.14.8 | 8.14.2.1 (8*83^3 + 14*83^2 + 2*83 + 1) | No | |
| 0 | 11.012339 | 0 | 0 (0) | No | |
| 34445 | 11.012629 | 0.0.5 | 5.0.0 (5*83^2) | No | |
| -633788 | 11.012629 | -0.0.9.1 | -1.9.0.0 (-(571787 + 9*83^2)) | No | |
| -28137 | 11.060241 | -0.7.4 | -4.7.0 (-(4*83^2 + 7*83)) | No | |
| -27640 | 15.000000 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | No |
These are the training products that have the "LDSALE" tag (processing sequence 6773). 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 |
|---|---|---|---|---|---|---|---|
| 29191 | Twist Tie Dye Headband - Yellow | 4670909 | none | 4009481 | none | ||
| 29190 | Roma Distressed Chambray Joggers | 4085261 | none | 3423833 | none | ||
| 29103 | Valeria Print V Short Sleeve Top | 661428 | none | 0 | none | ||
| 29209 | Dalia Square Neck Top | 661428 | none | 0 | none | ||
| 29210 | Majo Mock Neck Crop Top | 661428 | none | 0 | none | ||
| 29164 | Thalia Satin set | 75863 | none | -585565 | none | ||
| 29229 | Nerea Stripe Ruffle Set | 75863 | none | -585565 | STRIPED | ||
| 29220 | Diti Strokes Strapless Romper | 62085 | none | -599343 | none | ||
| 29228 | Mariana Multiway Shoulder Romper | 62085 | none | -599343 | none | ||
| 29219 | Rubi Deep V Romper | 34445 | SLEEVELESS | -626983 | none | ||
| 29139 | Merve Block Heels - Black | 0 | HEELS | -661428 | none | ||
| 29170 | Laurel Crop Polka Dot Top | 0 | CROP TOP | -661428 | none | ||
| 29129 | Merve Block Heels - Orange | 0 | HEELS | -661428 | none | ||
| 29218 | Miranda Colorblock Maxi Dress | -27640 | MAXI DRESS, SLEEVELESS | -689068 | none | ||
| 29128 | Martina Midi Dress | -27640 | MAXI DRESS, SLEEVELESS | -689068 | none | ||
| 29199 | Amatista Off the Shoulder Dress | -28137 | WAREHOUSE SALE | -689565 | none | ||
| 29180 | Amanda Back Tie Dress | -633788 | OFF THE SHOULDER | -1295216 | none |