Tag Coefficient Debug: SHOES

Fold 3 - Understanding why coefficient -2928893 was selected

← Back to Fold 3

Summary

Tag: SHOES

Selected Coefficient: -2928893

Taxonomy Path: -1.1.13.8

Taxonomy Name:

Products with this tag: 21

Unique residual values tried: 10

Candidate Coefficients Tried

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?
-292889314.014085-1.1.13.8-8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1))Yes
-5097914.084507-1.8.10-10.8.1 (-(10*71^2 + 8*71 + 1))No
-910081470716.000201-59.70.41.9.3.5-5.3.9.41.70.59 (-(5*71^5 + 3*71^4 + 9*71^3 + 41*71^2 + 70*71 + 59))No
-910224635116.000207-59.70.41.13.3.5-5.3.13.41.70.59 (-(5*71^5 + 3*71^4 + 13*71^3 + 41*71^2 + 70*71 + 59))No
-137618116.000793-59.70.59.3-3.59.70.59 (-(3*71^3 + 59*71^2 + 70*71 + 59))No
016.01408500 (0)No
-288799616.056338-0.64.4.8-8.4.64.0 (-(8*71^3 + 4*71^2 + 64*71))No
5097917.0003971.8.1010.8.1 (10*71^2 + 8*71 + 1)Apparel & Accessories > Shoes > HeelsNo
1569217.0005951.8.33.8.1 (3*71^2 + 8*71 + 1)Apparel & Accessories > Shoes > BootsNo
3081517.0005951.8.66.8.1 (6*71^2 + 8*71 + 1)Apparel & Accessories > Shoes > SandalsNo

Products with this Tag

These are the training products that have the "SHOES" tag (processing sequence 2041). 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
9767Clue Nude Wedge50979Apparel & Accessories > Shoes > Heelsnone2979872none
9757Clue Gold Wedge50979Apparel & Accessories > Shoes > Heelsnone2979872none
1103SOREL - Ella Sandal Navy30815Apparel & Accessories > Shoes > Sandalsnone2959708none
1276STEVE MADDEN - Redford sand cowboy boot15692Apparel & Accessories > Shoes > Bootsnone2944585none
9667Wilder Tall Fringe White Boots02023LAUNCH, BOOTS2928893Apparel & Accessories > Clothing > Clothing Tops > T-Shirtsnone
9916House Sneaker Slips0SLIPPERS2928893Apparel & Accessories > Clothing > Clothing Tops > T-Shirtsnone
9668Wilder White Short Star Bootie02023LAUNCH, BOOTS2928893Apparel & Accessories > Clothing > Clothing Tops > T-Shirtsnone
9648Wilder White Boot02023LAUNCH, BOOTS2928893Apparel & Accessories > Clothing > Clothing Tops > T-Shirtsnone
353Standing Tall Square Toe Block Heel Sandals in Taupe-50979SANDALS, HEELS2877914none
5712Dr. Scholl's Knee Pain Relief Orthotics // Immediate and All-Day Knee Pain Relief Including Pain from Runner’s Knee (for Women's 5.5-9)-1376181WOMEN1552712Health & Beauty > Health Care > Supports & Braces > Knee Bracesnone
9711Fast Sneaker Silver Sequins-28879962023LAUNCH40897Apparel & Accessories > Shoes > SneakersBASEBALL
9437Limit Black Sandal-2928893SANDALS, 2023LAUNCH0none
9385Yiska Fuchsia Sandal-2928893SANDALS, 2023LAUNCH0none
9392Yiska Black Sandal-2928893SANDALS, 2023LAUNCH0none
9435Scalene Fuchsia Sandal-2928893SANDALS, 2023LAUNCH0none
9724Magic White Sandal-2928893SANDALS, 2023LAUNCH0none
9766Magic Light Pink Suede Platform Sandal-2928893SANDALS, 2023LAUNCH0none
5710Dr. Scholl's Knee Pain Relief Orthotics // Immediate and All-Day Knee Pain Relief Including Pain from Runner’s Knee (for Men's 8-14)-9100814707MEN, PRE-ORDER-9097885814none
5711Dr. Scholl's Knee Pain Relief Orthotics // Immediate and All-Day Knee Pain Relief Including Pain from Runner’s Knee (for Women's 5.5-9)-9100814707WOMEN, PRE-ORDER-9097885814none
5709Dr. Scholl's Knee Pain Relief Orthotics // Immediate and All-Day Knee Pain Relief Including Pain from Runner’s Knee (for Men's 8-14)-9100814707MEN, PRE-ORDER-9097885814none
5682Dr. Scholl’s Stylish Step Hidden Arch Support for Flats, 3 Pairs-9102246351MEN, PRE-ORDER-9099317458none