Tag Coefficient Debug: EASY

Fold 4 - Understanding why coefficient -3957257 was selected

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Summary

Tag: EASY

Selected Coefficient: -3957257

Taxonomy Path: -1.1.4.11

Taxonomy Name:

Products with this tag: 7

Unique residual values tried: 7

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?
-202364.000201-1.1.4-4.1.1 (-(4*71^2 + 71 + 1))No
-39572574.000201-1.1.4.11-11.4.1.1 (-(11*71^3 + 4*71^2 + 71 + 1))Yes
42948604.00039770.69.70.1111.70.69.70 (11*71^3 + 70*71^2 + 69*71 + 70)No
-27774484.014087-70.68.53.7-7.53.68.70 (-(7*71^3 + 53*71^2 + 68*71 + 70))No
4437514.0140871.2.17.11.17.2.1 (357911 + 17*71^2 + 2*71 + 1)Apparel & Accessories > Clothing Accessories > Hats > Baseball CapsNo
509794.0281691.8.1010.8.1 (10*71^2 + 8*71 + 1)Apparel & Accessories > Shoes > HeelsNo
06.00000000 (0)No

Products with this Tag

These are the training products that have the "EASY" tag (processing sequence 676). 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
1013Modern Knit Mini Dress4294860BEST DRESS, DATE NIGHT, DENIM8252117none
824Astoria443751Apparel & Accessories > Clothing Accessories > Hats > Baseball CapsCASUAL, BEST SELLER4401008FLATTERING, LONG SLEEVE
918Facts50979Apparel & Accessories > Shoes > Heelsnone4008236RETRO
920Felize0CASUAL3957257FLATTERING, LONG SLEEVE
1023Moss Stripe Crew-20236CASUAL, BEST DRESS3937021FUN SUMMER COLORS, RETRO
1025Naya-2777448CASUAL, BEST SELLER1179809FLATTERING, LONG SLEEVE
893Dolan-3957257CASUAL, BEST DRESS0FUN SUMMER COLORS, RETRO