Fold 1 - Understanding why coefficient 167 was selected
Tag: RETAIL
Selected Coefficient: 167
Taxonomy Path: 1.2
Taxonomy Name:
Products with this tag: 34
Unique residual values tried: 19
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? |
|---|---|---|---|---|---|
| 167 | 21.036725 | 1.2 | 2.1 (2*83 + 1) | Yes | |
| 213726 | 21.037306 | 1.2.31 | 31.2.1 (31*83^2 + 2*83 + 1) | No | |
| 48390 | 21.037306 | 1.2.7 | 7.2.1 (7*83^2 + 2*83 + 1) | No | |
| 41833 | 21.132530 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | No | |
| 41999 | 21.144578 | 1.8.6 | 6.8.1 (6*83^2 + 8*83 + 1) | No | |
| 0 | 23.036145 | 0 | 0 (0) | No | |
| 664416494 | 23.036145 | 0.0.0.0.14 | 14.0.0.0.0 (14*83^4) | No | |
| 711874815 | 23.036145 | 0.0.0.0.15 | 15.0.0.0.0 (15*83^4) | No | |
| -3320415166 | 23.120482 | -0.81.6.80.69 | -69.80.6.81.0 (-(69*83^4 + 80*83^3 + 6*83^2 + 81*83)) | No | |
| -467871 | 23.120482 | -0.76.67 | -67.76.0 (-(67*83^2 + 76*83)) | No | |
| -4643269 | 23.120482 | -0.1.10.8 | -8.10.1.0 (-(8*83^3 + 10*83^2 + 83)) | No | |
| 138037 | 31.000000 | 8.3.20 | 20.3.8 (20*83^2 + 3*83 + 8) | No | |
| 289910049 | 31.000002 | 13.3.2.9.6 | 6.9.2.3.13 (6*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 527201654 | 31.000002 | 13.3.2.9.11 | 11.9.2.3.13 (11*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 19888481261 | 31.000003 | 13.3.2.6.4.5 | 5.4.6.2.3.13 (5*83^5 + 4*83^4 + 6*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 996820175216 | 33.000000 | 9.2.66.9.5.4.3 | 3.4.5.9.66.2.9 (3*83^6 + 4*83^5 + 5*83^4 + 9*83^3 + 66*83^2 + 2*83 + 9) | No | |
| 109 | 33.000000 | 26.1 | 1.26 (83 + 26) | No | |
| 2348306 | 33.000000 | 70.72.8.4 | 4.8.72.70 (4*83^3 + 8*83^2 + 72*83 + 70) | No | |
| 20931 | 33.000000 | 15.3.3 | 3.3.15 (3*83^2 + 3*83 + 15) | No |
These are the training products that have the "RETAIL" tag (processing sequence 7028). 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 |
|---|---|---|---|---|---|---|---|
| 31238 | Camel Coaster Set | 996820175216 | GIFTWRAP, ARTIST | 996820175049 | none | ||
| 26816 | Sitara Crème Strobelighter | 19888481261 | none | 19888481094 | none | ||
| 6410 | Pigment Perfecting Serum - Sample | 711874815 | EXCLUDE-PRODUCTS | 711874648 | none | ||
| 10048 | Kantic® Calming Cream - sample | 664416494 | EXCLUDE-PRODUCTS | 664416327 | none | ||
| 16476 | My little mascara club-Fresh Mascara Remover | 527201654 | none | 527201487 | none | ||
| 26815 | Qing Cleansing Oil | 289910049 | none | 289909882 | none | ||
| 13631 | Cheetahs Pajama Pants Set | 2348306 | NOTIFY_STOCK | 2348139 | WHOLESALE | ||
| 16915 | Adapter for FitBit Versa 1/2/Lite - 23mm Pins - Works with 22mm Watch Bands | 213726 | none | 213559 | none | ||
| 16466 | Brazilian Bra Straps Isabella Retail | 213726 | none | 213559 | none | ||
| 10043 | Double Cleanse | 138037 | BUNDLE | 137870 | none | ||
| 10046 | Anti-Aging Super Heroes | 138037 | BUNDLE | 137870 | none | ||
| 10047 | At-Home Facial | 138037 | BUNDLE | 137870 | none | ||
| 16469 | Brazilian Bra Straps Sofia Retail | 48390 | none | 48223 | none | ||
| 16460 | Brazilian Bra Straps Aline Retail | 48390 | none | 48223 | none | ||
| 31335 | Strata Lucite Tray | 41999 | TRAY, FALL NEUTRALS | 41832 | none | ||
| 12367 | Blur The Focus Triangle Earrings | 41833 | none | 41666 | none | ||
| 12366 | Good Things Come In Waves Long Hoop Earrings - Sale | 41833 | none | 41666 | none | ||
| 10072 | Free Cosmetics Case | 20931 | none | 20764 | none | ||
| 16467 | Brazilian Bra Straps Kalessi Retail | 167 | none | 0 | none | ||
| 16462 | Brazilian Bra Straps Carla Retail | 167 | none | 0 | none | ||
| 16470 | Brazilian Bra Straps Tais Retail | 167 | none | 0 | none | ||
| 16461 | Brazilian Bra Straps Andressa Retail | 167 | none | 0 | none | ||
| 16464 | Brazilian Bra Straps Daniela Retail | 167 | none | 0 | none | ||
| 16465 | Brazilian Bra Straps Gisele Retail | 167 | none | 0 | none | ||
| 17005 | Watch Bands Pin Replacement Pack | 109 | none | -58 | none | ||
| 6351 | Purifying Gel Cleanser - sample | 0 | EXCLUDE-PRODUCTS | -167 | none | ||
| 10045 | Body Beautiful | 0 | BUNDLE | -167 | none | ||
| 16459 | My little mascara club-Best Little Mascara Ever - Volume + Curl Formula | 0 | LASHES | -167 | none | ||
| 31231 | Tennis Time Coaster Set | 0 | GIFTWRAP | -167 | WHOLESALE | ||
| 31318 | Greta Lucite Tray | 0 | TRAY, SANDAL, FALL NEUTRALS | -167 | none | ||
| 31336 | Wayfinder Wallpaper | 0 | _FINAL-SALE, SANDAL, FALL NEUTRALS | -167 | none | ||
| 31360 | Breakers Wallpaper | -467871 | _FINAL-SALE | -468038 | none | ||
| 31247 | Horse & Tassel Coaster Set | -4643269 | GIFTWRAP | -4643436 | none | ||
| 11265 | Enzyme Toning Mist - 125ml Pure | -3320415166 | ENZYME | -3320415333 | none |