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andreids
/
en_textcat_sales_in

Text Classification
spaCy
English
Model card Files Community
andreids commited on
Commit
880c5df
•
1 Parent(s): a6c0b51

Update spaCy pipeline

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Files changed (5) hide show
  1. README.md +10 -10
  2. en_textcat_sales_in-any-py3-none-any.whl +2 -2
  3. meta.json +16 -16
  4. textcat/model +1 -1
  5. vocab/strings.json +0 -0
README.md CHANGED
@@ -11,7 +11,7 @@ model-index:
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  | Feature | Description |
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  | --- | --- |
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  | **Name** | `en_textcat_sales_in` |
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- | **Version** | `0.0.3` |
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  | **spaCy** | `>=3.4.3,<3.5.0` |
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  | **Default Pipeline** | `textcat` |
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  | **Components** | `textcat` |
@@ -36,13 +36,13 @@ model-index:
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  | Type | Score |
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  | --- | --- |
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- | `CATS_SCORE` | 92.87 |
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- | `CATS_MICRO_P` | 92.87 |
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- | `CATS_MICRO_R` | 92.87 |
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- | `CATS_MICRO_F` | 92.87 |
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- | `CATS_MACRO_P` | 92.89 |
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- | `CATS_MACRO_R` | 92.91 |
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- | `CATS_MACRO_F` | 92.87 |
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- | `CATS_MACRO_AUC` | 97.95 |
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  | `CATS_MACRO_AUC_PER_TYPE` | 0.00 |
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- | `TEXTCAT_LOSS` | 582.77 |
 
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  | Feature | Description |
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  | --- | --- |
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  | **Name** | `en_textcat_sales_in` |
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+ | **Version** | `0.0.4` |
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  | **spaCy** | `>=3.4.3,<3.5.0` |
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  | **Default Pipeline** | `textcat` |
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  | **Components** | `textcat` |
 
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  | Type | Score |
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  | --- | --- |
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+ | `CATS_SCORE` | 95.26 |
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+ | `CATS_MICRO_P` | 95.47 |
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+ | `CATS_MICRO_R` | 95.47 |
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+ | `CATS_MICRO_F` | 95.47 |
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+ | `CATS_MACRO_P` | 95.26 |
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+ | `CATS_MACRO_R` | 95.25 |
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+ | `CATS_MACRO_F` | 95.26 |
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+ | `CATS_MACRO_AUC` | 98.83 |
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  | `CATS_MACRO_AUC_PER_TYPE` | 0.00 |
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+ | `TEXTCAT_LOSS` | 438.02 |
en_textcat_sales_in-any-py3-none-any.whl CHANGED
@@ -1,3 +1,3 @@
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meta.json CHANGED
@@ -1,7 +1,7 @@
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  {
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  "lang":"en",
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  "name":"textcat_sales_in",
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- "version":"0.0.3",
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  "description":"",
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  "author":"",
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  "email":"",
@@ -31,29 +31,29 @@
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  ],
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  "performance":{
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- "cats_score":0.9287264254,
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  "cats_score_desc":"macro F",
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- "cats_micro_p":0.9287305122,
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- "cats_micro_r":0.9287305122,
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- "cats_micro_f":0.9287305122,
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- "cats_macro_p":0.9288826221,
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- "cats_macro_r":0.9291026405,
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- "cats_macro_f":0.9287264254,
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- "cats_macro_auc":0.9795358348,
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  "cats_f_per_type":{
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  "OTHER":{
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- "p":0.9126213592,
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- "r":0.9442922374,
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- "f":0.9281867145
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  },
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  "2100 - Sales":{
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- "p":0.9451438849,
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- "r":0.9139130435,
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- "f":0.9292661362
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  }
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  },
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  "cats_macro_auc_per_type":0.0,
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- "textcat_loss":5.8277402057
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  },
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  "requirements":[
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  {
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  "lang":"en",
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  "name":"textcat_sales_in",
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+ "version":"0.0.4",
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  "description":"",
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  "author":"",
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  "email":"",
 
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  ],
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  "performance":{
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+ "cats_score":0.95257145,
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  "cats_score_desc":"macro F",
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+ "cats_micro_p":0.9547073791,
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+ "cats_micro_r":0.9547073791,
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+ "cats_micro_f":0.9547073791,
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+ "cats_macro_p":0.9526227015,
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+ "cats_macro_r":0.9525203391,
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+ "cats_macro_f":0.95257145,
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+ "cats_macro_auc":0.9882680414,
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  "cats_f_per_type":{
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  "OTHER":{
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+ "p":0.9428109855,
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+ "r":0.9422021311,
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+ "f":0.9425064599
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  },
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  "2100 - Sales":{
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+ "p":0.9624344176,
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+ "r":0.9628385471,
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+ "f":0.96263644
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  }
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  },
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  "cats_macro_auc_per_type":0.0,
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+ "textcat_loss":4.38016564
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  },
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  "requirements":[
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textcat/model CHANGED
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vocab/strings.json CHANGED
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