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Northell
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material-subdomain-classifier

Text Classification
setfit
Safetensors
sentence-transformers
bert
generated_from_setfit_trainer
Eval Results
Model card Files Community
stan-northell commited on
Commit
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Files changed (3) hide show
  1. README.md +71 -95
  2. config_setfit.json +33 -33
  3. model_head.pkl +2 -2
README.md CHANGED
@@ -5,93 +5,69 @@ tags:
5
  - text-classification
6
  - generated_from_setfit_trainer
7
  widget:
8
- - text: 'hasAdditionalInformation: 8pg Self Cover Brochure Flat 17" x 8.5" Accordion
9
- Folded 4.25" x 8.5" Ink - 4/4, 4CP + OA Satin AQ Stock - 100# Gloss Text Finishing
10
- - Score, Trim, Accordion Fold, Shrink Wrap in 25''s, hasArtworkDoubleSidedStatus:
11
- Double Sided Different, hasCoatingOrSealer: Aqueous, hasColourDetails: Prints
12
- 4/4, 4CP + OA Satin AQ, hasCreatedDate: 2024-04-12, hasCustomerHomeCountry: United
13
- States, hasCustomerID: 19754, hasCustomerName: Kenvue, Inc.(Kenvue - Skillman),
14
- hasCutting: Trim to size, hasElementID: 3229443, hasElementTitle: NTG General
15
- Sun Brochure 2024, hasFinishedSizeHeight: 8.5, hasFinishedSizeWidth: 4.25, hasFlatSizeHeight:
16
- 8.5, hasFlatSizeWidth: 17, hasFscPaperBeenSpecified: No, hasInternalID: b7dd2ed8-0a5f-4e57-8d8a-4aa41afa9d84,
17
- hasMachineFinishing: Yes, hasMachineFinishingDetails: Score, Trim, Accordion Fold,
18
- Shrink Wrap in 25''s, hasMaterialCategory: Paper, hasMaterialDescription: 100#
19
- Gloss Text, hasMaterialRecycledPercentage: 0%, hasMaterialThicknessOrWeight: 100,
20
  hasMaterialType: Paper and board, hasMaterialUnitOfMeasure: GSM, hasNumberOfVersions:
21
- 1, hasPackingRequirements: Delivers to Encompass Elements, hasPrice: 45 USD, hasPrintedSides:
22
- Double sided, hasProductCategory: Booklets & Brochures, hasProofType: PDF digital
23
- proof, hasQuantity: 200000, hasRecycledContentBeenOffered: N/A, hasSendToDetails:
24
- PDF PROOF to Rick Stoy ( [email protected] ), hasSupplierName: HH IC Preflight
25
- Fees(HH IC Preflight Fees), hasTotalColours: 4, hasTotalColoursFace: 4, hasUnitOfMeasure:
26
- Millimetres (mm), '
27
- - text: 'hasArtworkDoubleSidedStatus: Double Sided Different, hasCreatedDate: 2024-01-05,
28
- hasCustomerHomeCountry: United States, hasCustomerID: 32045, hasCustomerName:
29
- Rent-A-Center, Inc.(Rent-A-Center), hasCutting: Trim to size, hasElementID: 3046855,
30
- hasElementTitle: Loyalty Postcards - 4 Versions , hasFinishedSizeHeight: 4.5,
31
- hasFinishedSizeWidth: 6, hasFlatSizeHeight: 4.5, hasFlatSizeWidth: 6, hasFscPaperBeenSpecified:
32
- No, hasInternalID: 7bad5a0e-1e7b-4a1a-94e6-97e6ccd30055, hasMaterialCategory:
33
- Paper, hasMaterialDescription: 80# Dull Cover, hasMaterialRecycledPercentage:
34
- 0%, hasMaterialThicknessOrWeight: 80, hasMaterialType: Paper and board, hasMaterialUnitOfMeasure:
35
- Pounds (lbs), hasNumberOfVersions: 4, hasPrice: 156.3 USD, hasPrintedSides: Double
36
- sided, hasProductCategory: Loose Print, hasProofType: PDF digital proof, hasQuantity:
37
- 48, hasRecycledContentBeenOffered: N/A, hasSupplierName: American Printing & Mailing(American
38
- Printing & Mailing - HHGSP PI), hasTotalColours: 4, hasUnitOfMeasure: Inches (in), '
39
- - text: 'hasAdditionalInformation: QTY – 250 + Overs Size Flat 2,625" x 2.375" Folded
40
- 2.625" x 1.1875" Prints 1/1 Stock - 80# Gloss Text Finishing – Die cut to
41
- shape ( round corners ) Apply strip of fugitive glue on Blank Back Panel, Fold
42
- and Seal with dot of Fugitive Glue, hasArtworkDoubleSidedStatus: Double Sided
43
- Different, hasColourDetails: 1/1, Black, hasCreatedDate: 2024-02-08, hasCustomerHomeCountry:
44
- United States, hasCustomerID: 19754, hasCustomerName: Kenvue, Inc.(Kenvue - Skillman),
45
- hasCutting: Trim to size, hasElementID: 3111960, hasElementTitle: Project Pismo
46
- NTG Ultra Sheer Face Liquid Folded Panel FILLED , hasFinishedSizeHeight: 1.1875,
47
- hasFinishedSizeWidth: 2.625, hasFlatSizeHeight: 2.375, hasFlatSizeWidth: 2.625,
48
- hasFscPaperBeenSpecified: No, hasInternalID: 3948f154-5211-4628-b0cf-ac69cd6597d1,
49
- hasMachineFinishing: Yes, hasMachineFinishingDetails: Die cut folding panel and
50
- fold in half. seal closed with 1 removable low tack glue dot. Apply kleenstick
51
- strip with liner to back panel leaving liner in tact for application, hasMaterialCategory:
52
- Paper, hasMaterialDescription: 80# Gloss Text, hasMaterialRecycledPercentage:
53
- 0%, hasMaterialThicknessOrWeight: 80, hasMaterialType: Paper and board, hasMaterialUnitOfMeasure:
54
- GSM, hasNumberOfVersions: 1, hasPackingRequirements: Deliver to Skillman, hasPrice:
55
- 1390 USD, hasPrintedSides: Double sided, hasProductCategory: Booklets & Brochures,
56
- hasProofType: PDF digital proof, hasQuantity: 250, hasQuantityPerVersion: 250,
57
- hasRecycledContentBeenOffered: No, hasSendToDetails: Send PDF PROOF to Shawn Beury
58
- ( [email protected] ), hasSupplierName: Hatteras Press(Hatteras Press -HHGSP
59
- - PI), hasTotalColours: 1, hasUnitOfMeasure: Inches (in), '
60
- - text: 'hasAdditionalInformation: 2,400 packs of 25 of Trifold brochure, hasColourDetails:
61
- 4/4 + Bleed, hasCreatedDate: 2024-09-20, hasCustomerHomeCountry: United States,
62
- hasCustomerID: 26760, hasCustomerName: Elanco Animal Health(Elanco Animal Health),
63
- hasCutting: Trim to size, hasElementID: 3522746, hasElementTitle: EM-US-20-0069,
64
- Dog Health Brochure Reprint, hasFinishedSizeHeight: 8.5, hasFinishedSizeWidth:
65
- 3.67, hasFlatSizeHeight: 8.5, hasFlatSizeWidth: 11, hasFscPaperBeenSpecified:
66
- No, hasInternalID: bab8cdea-2c32-4de2-b783-3616742e6533, hasMachineFinishing:
67
- Yes, hasMachineFinishingDetails: Trim, Score, Fold & s/w in packs of 25, hasMaterialCategory:
68
- Paper, hasMaterialDescription: Dull Cover, hasMaterialRecycledPercentage: 0%,
69
- hasMaterialThicknessOrWeight: 80, hasMaterialType: Paper and board, hasMaterialUnitOfMeasure:
70
- Pounds (lbs), hasNumberOfVersions: 1, hasPackingRequirements: Carton pack s/w
71
- packs of 25 - Label Cartons EM-US-20-0069, Dog Health Brochure with item barcode
72
- and Qty per carton - & Ship to DFS, hasPrice: 2045 USD, hasPrintedSides: Double
73
- sided, hasProductCategory: Booklets & Brochures, hasProofType: PDF digital proof,
74
- hasQuantity: 5750, hasRecycledContentBeenOffered: N/A, hasSupplierName: Modern
75
- Litho – Kansas City(Modernlitho -James Printing. Inc - HHGSP), hasTotalColours:
76
- 4, hasTotalColoursFace: 4, hasUnitOfMeasure: Inches (in), '
77
- - text: 'hasAdditionalInformation: 299mm x 200mm sheet size. Kiss cut magnets - Printed
78
- 1 colour onto 1mm white magnetic sheets, CAD and kiss cut - see cutter guide.
79
- Layout - 13 deep and 20 wide @ 23mm x 10mm, hasColourDetails: Digitally printed
80
- 1 colour black to face of 1mm white magnetic sheet, hasCreatedDate: 2024-05-17,
81
- hasCustomerHomeCountry: United Kingdom, hasCustomerID: 37488, hasCustomerName:
82
- Imperial Tobacco Ltd UK(Imperial Tobacco Ltd UK), hasCutting: Cut to shape, hasElementID:
83
- 3293613, hasElementTitle: HHG0036F Generic Magnetic Price List Numerals, hasFinishedSizeHeight:
84
- 299, hasFinishedSizeWidth: 200, hasFscPaperBeenSpecified: No, hasInternalID: 99124112-8ee2-44d4-9170-701acadadf62,
85
- hasMachineFinishing: Yes, hasMachineFinishingDetails: Cad and kiss cut, hasMaterialCategory:
86
- Plastic, hasMaterialDescription: 1mm white Isotropic ferrite powder with PVC binder,
87
- hasMaterialRecycledPercentage: 5%, hasMaterialThicknessOrWeight: 1, hasMaterialType:
88
- PVC, hasMaterialUnitOfMeasure: Millimetres (mm), hasNumberOfVersions: 1, hasPackingRequirements:
89
- Collate into sets with back boards and SKU magnets IF required, otherwise box
90
- in 50s, hasPressWetProofQuantity: 1, hasPrice: 2100 GBP, hasPrintedSides: Single
91
- sided, hasProductCategory: Indoor/Outdoor Signage, hasProofType: Press / wet proof,
92
- hasQuantity: 350, hasRecycledContentBeenOffered: No, hasSendToDetails: FAO Claire
93
- Jackway Imperial Brands Bristol., hasSupplierName: RDD Europe Ltd(RDD Europe Ltd),
94
- hasTotalColours: 1, hasUnitOfMeasure: Millimetres (mm), '
95
  metrics:
96
  - f1_micro
97
  - f1_macro
@@ -114,22 +90,22 @@ model-index:
114
  split: test
115
  metrics:
116
  - type: f1_micro
117
- value: 0.0
118
  name: F1_Micro
119
  - type: f1_macro
120
- value: 0.0
121
  name: F1_Macro
122
  - type: f1_weighted
123
- value: 0.0
124
  name: F1_Weighted
125
  - type: precision
126
- value: .nan
127
  name: Precision
128
  - type: accuracy
129
- value: 0.9772727489471436
130
  name: Accuracy
131
  - type: recall
132
- value: 0.0
133
  name: Recall
134
  ---
135
 
@@ -165,7 +141,7 @@ The model has been trained using an efficient few-shot learning technique that i
165
  ### Metrics
166
  | Label | F1_Micro | F1_Macro | F1_Weighted | Precision | Accuracy | Recall |
167
  |:--------|:---------|:---------|:------------|:----------|:---------|:-------|
168
- | **all** | 0.0 | 0.0 | 0.0 | nan | 0.9773 | 0.0 |
169
 
170
  ## Uses
171
 
@@ -185,7 +161,7 @@ from setfit import SetFitModel
185
  # Download from the 🤗 Hub
186
  model = SetFitModel.from_pretrained("setfit_model_id")
187
  # Run inference
188
- preds = model("hasArtworkDoubleSidedStatus: Double Sided Different, hasCreatedDate: 2024-01-05, hasCustomerHomeCountry: United States, hasCustomerID: 32045, hasCustomerName: Rent-A-Center, Inc.(Rent-A-Center), hasCutting: Trim to size, hasElementID: 3046855, hasElementTitle: Loyalty Postcards - 4 Versions , hasFinishedSizeHeight: 4.5, hasFinishedSizeWidth: 6, hasFlatSizeHeight: 4.5, hasFlatSizeWidth: 6, hasFscPaperBeenSpecified: No, hasInternalID: 7bad5a0e-1e7b-4a1a-94e6-97e6ccd30055, hasMaterialCategory: Paper, hasMaterialDescription: 80# Dull Cover, hasMaterialRecycledPercentage: 0%, hasMaterialThicknessOrWeight: 80, hasMaterialType: Paper and board, hasMaterialUnitOfMeasure: Pounds (lbs), hasNumberOfVersions: 4, hasPrice: 156.3 USD, hasPrintedSides: Double sided, hasProductCategory: Loose Print, hasProofType: PDF digital proof, hasQuantity: 48, hasRecycledContentBeenOffered: N/A, hasSupplierName: American Printing & Mailing(American Printing & Mailing - HHGSP PI), hasTotalColours: 4, hasUnitOfMeasure: Inches (in), ")
189
  ```
190
 
191
  <!--
@@ -217,7 +193,7 @@ preds = model("hasArtworkDoubleSidedStatus: Double Sided Different, hasCreatedDa
217
  ### Training Set Metrics
218
  | Training set | Min | Median | Max |
219
  |:-------------|:----|:---------|:----|
220
- | Word count | 77 | 113.9875 | 202 |
221
 
222
  ### Framework Versions
223
  - Python: 3.10.16
 
5
  - text-classification
6
  - generated_from_setfit_trainer
7
  widget:
8
+ - text: 'hasCreatedDate: 2025-01-08, hasCustomerHomeCountry: United Kingdom, hasCustomerID:
9
+ 14239, hasCustomerName: Asda Stores Ltd(Asda (Spearmint)), hasCutting: Cut to
10
+ shape, hasElementID: 3728622, hasElementTitle: 7341_40 Showcase Plinth - Small
11
+ , hasFinishedSizeHeight: 400, hasFinishedSizeWidth: 400, hasFlatSizeHeight: 936,
12
+ hasFlatSizeWidth: 1258, hasFscPaperBeenSpecified: No, hasInternalID: dadf7de9-5b3b-49f0-a844-ff1c717046e4,
13
+ hasMachineFinishing: Yes, hasMachineFinishingDetails: Die cut and crease, Glue/Tape
14
+ as required and supply flat, hasMaterialCategory: Paper, hasMaterialDescription:
15
+ E Flute, hasMaterialRecycledPercentage: 0%, hasMaterialThicknessOrWeight: 150,
 
 
 
 
16
  hasMaterialType: Paper and board, hasMaterialUnitOfMeasure: GSM, hasNumberOfVersions:
17
+ 1, hasPackingRequirements: C&P Campaign, hasPrice: 338.27 GBP, hasPrintedSides:
18
+ Single sided, hasProductCategory: FSDU / Pallet Wrap / QPD, hasProofType: PDF
19
+ digital proof, hasQuantity: 52, hasQuantityPerVersion: As per brief, hasRecycledContentBeenOffered:
20
+ N/A, hasSupplierName: Simpson Group- Asda POS Only(Simpson Group- Asda POS & CCEP
21
+ Only), hasTotalColours: 4, hasUnitOfMeasure: Millimetres (mm), '
22
+ - text: 'hasCreatedDate: 2024-05-21, hasCustomerHomeCountry: United Kingdom, hasCustomerID:
23
+ 14239, hasCustomerName: Asda Stores Ltd(Asda (Spearmint)), hasCutting: Trim to
24
+ size, hasElementID: 3298451, hasElementTitle: NRC7346_40 Rotis Serve Over Vinyl,
25
+ hasFinishedSizeHeight: 670, hasFinishedSizeWidth: 490, hasFscPaperBeenSpecified:
26
+ No, hasInternalID: 3fcd8a8c-4be3-4c55-bda1-397abc7859d5, hasMaterialCategory:
27
+ Plastic, hasMaterialDescription: 85mic White High Tack Rem Wall and Floor, hasMaterialRecycledPercentage:
28
+ 0%, hasMaterialThicknessOrWeight: 82, hasMaterialType: PET, hasMaterialUnitOfMeasure:
29
+ Microns, hasNumberOfVersions: 2, hasPackingRequirements: Please pack as per allocation,
30
+ overs to advanced, hasPrice: 183.96 GBP, hasPrintedSides: Single sided, hasProductCategory:
31
+ Wallpapers/Decals, hasProofType: PDF digital proof, hasQuantity: 37, hasQuantityPerVersion:
32
+ 18 off each, hasRecycledContentBeenOffered: N/A, hasSupplierName: Imprint Creative
33
+ Print Solutions Limited(Imprint Creative Print Solutions Limited), hasTotalColours:
34
+ 4, hasUnitOfMeasure: Millimetres (mm), '
35
+ - text: 'hasArtworkDoubleSidedStatus: Double Sided Different, hasColourDetails: 4/4
36
+ process, hasCreatedDate: 2024-06-03, hasCustomerHomeCountry: United States, hasCustomerID:
37
+ 31740, hasCustomerName: National Grid (National Grid ), hasCutting: Trim to
38
+ size, hasElementID: 3324866, hasElementTitle: CM9080 Forestport Event Energy Savings
39
+ Postcard, hasFinishedSizeHeight: 5, hasFinishedSizeWidth: 7, hasFlatSizeHeight:
40
+ 5, hasFlatSizeWidth: 7, hasFscPaperBeenSpecified: No, hasInternalID: e5b28942-c487-468c-8c60-fea3076d1ee5,
41
+ hasMaterialCategory: Paper, hasMaterialDescription: matte, hasMaterialRecycledPercentage:
42
+ 0%, hasMaterialThicknessOrWeight: 100, hasMaterialType: Paper and board, hasMaterialUnitOfMeasure:
43
+ Pounds (lbs), hasNumberOfVersions: 1, hasPackingRequirements: Ship to, hasPaperType:
44
+ Cover, hasPrice: 102.56 USD, hasPrintedSides: Double sided, hasProductCategory:
45
+ Booklets & Brochures, hasProofType: PDF digital proof, hasQuantity: 50, hasRecycledContentBeenOffered:
46
+ No, hasSupplierName: Ansun - HHG Strategic Partner(Ansun - 57666 - HHGSP - US
47
+ Only), hasTotalColours: 4, hasTotalColoursFace: 4, hasUnitOfMeasure: Inches (in), '
48
+ - text: 'hasCreatedDate: 2024-10-15, hasCustomerHomeCountry: United States, hasCustomerID:
49
+ 31735, hasCustomerName: Comcast Corporation(Comcast Corporation), hasCutting:
50
+ Trim to size, hasElementID: 3568788, hasElementTitle: 2.x Install MWGs, hasFinishedSizeHeight:
51
+ 101.25, hasFinishedSizeWidth: 96, hasFscPaperBeenSpecified: No, hasInternalID:
52
+ 0bd0f9f3-3f06-40dc-b947-24e4e5c0c5da, hasMaterialCategory: Paper, hasMaterialDescription:
53
+ New Life Magnetics .011 White Faced Magnetic Receptive, hasMaterialThicknessOrWeight:
54
+ 11, hasMaterialType: Paper and board, hasMaterialUnitOfMeasure: Millimetres (mm),
55
+ hasMinimumRecycledContent: 0%, hasNumberOfVersions: 1, hasPackingRequirements:
56
+ packed with outer carton sticker and guides, hasPrice: 7371 USD, hasPrintedSides:
57
+ Single sided, hasProductCategory: Banners (synthetic), hasProofType: PDF digital
58
+ proof, hasQuantity: 45, hasRecycledContentBeenRequested: No, hasSupplierName:
59
+ LPC TX VISUAL, LLC(LPC TX Visual, LLC/Lewisberg Printing -HHGSP), hasTotalColours:
60
+ 4, hasUnitOfMeasure: Inches (in), '
61
+ - text: 'hasCreatedDate: 2024-01-04, hasCustomerHomeCountry: United States, hasCustomerID:
62
+ 14458, hasCustomerName: Lowe''s Companies Inc(Lowe''s FVS), hasCutting: Trim to
63
+ size, hasElementID: 3044610, hasElementTitle: G284498 Commodity Moulding Profile
64
+ Card 77991, hasFinishedSizeHeight: 6.875, hasFinishedSizeWidth: 3, hasFlatSizeHeight:
65
+ 6.875, hasFlatSizeWidth: 3, hasFscPaperBeenSpecified: No, hasInternalID: 671d6e41-c7c2-4c42-83ff-d1c87deb890b,
66
+ hasMaterialCategory: Other, hasMaterialDescription: 8PT _C1S Cover, hasMaterialType:
67
+ Other, hasNumberOfVersions: 1, hasPrice: 0.01 USD, hasPrintedSides: Single sided,
68
+ hasProofType: PDF digital proof, hasQuantity: 1, hasRecycledContentBeenOffered:
69
+ N/A, hasSupplierName: HH IC Content Production + Development(HH IC Content Production
70
+ + Development), hasTotalColours: 4, hasUnitOfMeasure: Inches (in), '
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
71
  metrics:
72
  - f1_micro
73
  - f1_macro
 
90
  split: test
91
  metrics:
92
  - type: f1_micro
93
+ value: 0.6077289571201694
94
  name: F1_Micro
95
  - type: f1_macro
96
+ value: 0.07809866671963865
97
  name: F1_Macro
98
  - type: f1_weighted
99
+ value: 0.5583804571604718
100
  name: F1_Weighted
101
  - type: precision
102
+ value: 0.9587973356246948
103
  name: Precision
104
  - type: accuracy
105
+ value: 0.9869484305381775
106
  name: Accuracy
107
  - type: recall
108
+ value: 0.4448463022708893
109
  name: Recall
110
  ---
111
 
 
141
  ### Metrics
142
  | Label | F1_Micro | F1_Macro | F1_Weighted | Precision | Accuracy | Recall |
143
  |:--------|:---------|:---------|:------------|:----------|:---------|:-------|
144
+ | **all** | 0.6077 | 0.0781 | 0.5584 | 0.9588 | 0.9869 | 0.4448 |
145
 
146
  ## Uses
147
 
 
161
  # Download from the 🤗 Hub
162
  model = SetFitModel.from_pretrained("setfit_model_id")
163
  # Run inference
164
+ preds = model("hasCreatedDate: 2024-01-04, hasCustomerHomeCountry: United States, hasCustomerID: 14458, hasCustomerName: Lowe's Companies Inc(Lowe's FVS), hasCutting: Trim to size, hasElementID: 3044610, hasElementTitle: G284498 Commodity Moulding Profile Card 77991, hasFinishedSizeHeight: 6.875, hasFinishedSizeWidth: 3, hasFlatSizeHeight: 6.875, hasFlatSizeWidth: 3, hasFscPaperBeenSpecified: No, hasInternalID: 671d6e41-c7c2-4c42-83ff-d1c87deb890b, hasMaterialCategory: Other, hasMaterialDescription: 8PT _C1S Cover, hasMaterialType: Other, hasNumberOfVersions: 1, hasPrice: 0.01 USD, hasPrintedSides: Single sided, hasProofType: PDF digital proof, hasQuantity: 1, hasRecycledContentBeenOffered: N/A, hasSupplierName: HH IC Content Production + Development(HH IC Content Production + Development), hasTotalColours: 4, hasUnitOfMeasure: Inches (in), ")
165
  ```
166
 
167
  <!--
 
193
  ### Training Set Metrics
194
  | Training set | Min | Median | Max |
195
  |:-------------|:----|:---------|:----|
196
+ | Word count | 62 | 109.9067 | 637 |
197
 
198
  ### Framework Versions
199
  - Python: 3.10.16
config_setfit.json CHANGED
@@ -1,48 +1,48 @@
1
  {
2
  "labels": [
3
- "https://www.northell.com/taxonomies/MaterialTypes/TextilesCategory",
4
- "https://www.northell.com/taxonomies/MaterialTypes/Aluminium",
5
- "https://www.northell.com/taxonomies/MaterialTypes/OtherCategory",
6
- "https://www.northell.com/taxonomies/MaterialTypes/Polyester",
7
- "https://www.northell.com/taxonomies/MaterialTypes/PlasticCategory",
8
- "https://www.northell.com/taxonomies/MaterialTypes/Polyurethane",
9
  "https://www.northell.com/taxonomies/MaterialTypes/Paperandboard",
 
 
10
  "https://www.northell.com/taxonomies/MaterialTypes/ABS",
11
- "https://www.northell.com/taxonomies/MaterialTypes/Softwood",
 
 
 
 
 
 
 
 
 
 
 
12
  "https://www.northell.com/taxonomies/MaterialTypes/PET",
13
- "https://www.northell.com/taxonomies/MaterialTypes/Medium-densityfibreboardMDF",
 
14
  "https://www.northell.com/taxonomies/MaterialTypes/MetalsCategory",
15
- "https://www.northell.com/taxonomies/MaterialTypes/PaperCategory",
 
16
  "https://www.northell.com/taxonomies/MaterialTypes/PVC",
17
- "https://www.northell.com/taxonomies/MaterialTypes/Paper",
18
- "https://www.northell.com/taxonomies/MaterialTypes/Acrylics",
19
- "https://www.northell.com/taxonomies/MaterialTypes/Hardwood",
20
- "https://www.northell.com/taxonomies/MaterialTypes/Artboard",
21
  "https://www.northell.com/taxonomies/MaterialTypes/FabricCategory",
22
- "https://www.northell.com/taxonomies/MaterialTypes/Tinplate",
23
- "https://www.northell.com/taxonomies/MaterialTypes/Polypropylene",
24
- "https://www.northell.com/taxonomies/MaterialTypes/Particleboard",
25
- "https://www.northell.com/taxonomies/MaterialTypes/Steel",
26
- "https://www.northell.com/taxonomies/MaterialTypes/FoamBoard",
27
- "https://www.northell.com/taxonomies/MaterialTypes/WoodCategory",
28
- "https://www.northell.com/taxonomies/MaterialTypes/LDPE",
29
- "https://www.northell.com/taxonomies/MaterialTypes/HDPE",
30
  "https://www.northell.com/taxonomies/MaterialTypes/MaterialTypeScheme",
31
- "https://www.northell.com/taxonomies/MaterialTypes/Bamboo",
32
- "https://www.northell.com/taxonomies/MaterialTypes/Leather",
33
- "https://www.northell.com/taxonomies/MaterialTypes/Wool",
34
- "https://www.northell.com/taxonomies/MaterialTypes/Fabric",
35
- "https://www.northell.com/taxonomies/MaterialTypes/Cotton",
36
  "https://www.northell.com/taxonomies/MaterialTypes/Displayboard",
 
 
 
37
  "https://www.northell.com/taxonomies/MaterialTypes/Other",
38
- "https://www.northell.com/taxonomies/MaterialTypes/Nylon",
39
- "https://www.northell.com/taxonomies/MaterialTypes/Iron",
40
  "https://www.northell.com/taxonomies/MaterialTypes/Polystyrene",
41
- "https://www.northell.com/taxonomies/MaterialTypes/Corrugated",
42
- "https://www.northell.com/taxonomies/MaterialTypes/Polycarbonate",
43
- "https://www.northell.com/taxonomies/MaterialTypes/AcrylicsPolymethylmethacrylate",
44
- "https://www.northell.com/taxonomies/MaterialTypes/PLABioplastic",
45
- "https://www.northell.com/taxonomies/MaterialTypes/Polystyrol",
46
  "https://www.northell.com/taxonomies/MaterialTypes/Unknown"
47
  ],
48
  "normalize_embeddings": false
 
1
  {
2
  "labels": [
3
+ "https://www.northell.com/taxonomies/MaterialTypes/Bamboo",
4
+ "https://www.northell.com/taxonomies/MaterialTypes/Leather",
5
+ "https://www.northell.com/taxonomies/MaterialTypes/Polystyrol",
 
 
 
6
  "https://www.northell.com/taxonomies/MaterialTypes/Paperandboard",
7
+ "https://www.northell.com/taxonomies/MaterialTypes/FoamBoard",
8
+ "https://www.northell.com/taxonomies/MaterialTypes/Paper",
9
  "https://www.northell.com/taxonomies/MaterialTypes/ABS",
10
+ "https://www.northell.com/taxonomies/MaterialTypes/LDPE",
11
+ "https://www.northell.com/taxonomies/MaterialTypes/Artboard",
12
+ "https://www.northell.com/taxonomies/MaterialTypes/Hardwood",
13
+ "https://www.northell.com/taxonomies/MaterialTypes/Wool",
14
+ "https://www.northell.com/taxonomies/MaterialTypes/Steel",
15
+ "https://www.northell.com/taxonomies/MaterialTypes/Tinplate",
16
+ "https://www.northell.com/taxonomies/MaterialTypes/Aluminium",
17
+ "https://www.northell.com/taxonomies/MaterialTypes/AcrylicsPolymethylmethacrylate",
18
+ "https://www.northell.com/taxonomies/MaterialTypes/Fabric",
19
+ "https://www.northell.com/taxonomies/MaterialTypes/Cotton",
20
+ "https://www.northell.com/taxonomies/MaterialTypes/Iron",
21
+ "https://www.northell.com/taxonomies/MaterialTypes/OtherCategory",
22
  "https://www.northell.com/taxonomies/MaterialTypes/PET",
23
+ "https://www.northell.com/taxonomies/MaterialTypes/Polyurethane",
24
+ "https://www.northell.com/taxonomies/MaterialTypes/PLABioplastic",
25
  "https://www.northell.com/taxonomies/MaterialTypes/MetalsCategory",
26
+ "https://www.northell.com/taxonomies/MaterialTypes/HDPE",
27
+ "https://www.northell.com/taxonomies/MaterialTypes/Softwood",
28
  "https://www.northell.com/taxonomies/MaterialTypes/PVC",
29
+ "https://www.northell.com/taxonomies/MaterialTypes/Medium-densityfibreboardMDF",
 
 
 
30
  "https://www.northell.com/taxonomies/MaterialTypes/FabricCategory",
31
+ "https://www.northell.com/taxonomies/MaterialTypes/Nylon",
32
+ "https://www.northell.com/taxonomies/MaterialTypes/Acrylics",
33
+ "https://www.northell.com/taxonomies/MaterialTypes/Polycarbonate",
 
 
 
 
 
34
  "https://www.northell.com/taxonomies/MaterialTypes/MaterialTypeScheme",
35
+ "https://www.northell.com/taxonomies/MaterialTypes/Polypropylene",
36
+ "https://www.northell.com/taxonomies/MaterialTypes/PaperCategory",
 
 
 
37
  "https://www.northell.com/taxonomies/MaterialTypes/Displayboard",
38
+ "https://www.northell.com/taxonomies/MaterialTypes/TextilesCategory",
39
+ "https://www.northell.com/taxonomies/MaterialTypes/Polyester",
40
+ "https://www.northell.com/taxonomies/MaterialTypes/Corrugated",
41
  "https://www.northell.com/taxonomies/MaterialTypes/Other",
42
+ "https://www.northell.com/taxonomies/MaterialTypes/WoodCategory",
 
43
  "https://www.northell.com/taxonomies/MaterialTypes/Polystyrene",
44
+ "https://www.northell.com/taxonomies/MaterialTypes/Particleboard",
45
+ "https://www.northell.com/taxonomies/MaterialTypes/PlasticCategory",
 
 
 
46
  "https://www.northell.com/taxonomies/MaterialTypes/Unknown"
47
  ],
48
  "normalize_embeddings": false
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