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andreids
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en_textcat_services_rendered_in

Text Classification
spaCy
English
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andreids commited on
Commit
1303b02
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1 Parent(s): 576cf0a

Update spaCy pipeline

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Files changed (5) hide show
  1. README.md +10 -10
  2. en_textcat_services_rendered_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_services_rendered_in` |
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- | **Version** | `0.0.1` |
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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` | 92.17 |
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- | `CATS_MICRO_P` | 92.50 |
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- | `CATS_MICRO_R` | 92.50 |
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- | `CATS_MICRO_F` | 92.50 |
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- | `CATS_MACRO_P` | 92.26 |
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- | `CATS_MACRO_R` | 92.08 |
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- | `CATS_MACRO_F` | 92.17 |
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- | `CATS_MACRO_AUC` | 97.47 |
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  | `CATS_MACRO_AUC_PER_TYPE` | 0.00 |
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- | `TEXTCAT_LOSS` | 664.60 |
 
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  | Feature | Description |
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  | --- | --- |
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  | **Name** | `en_textcat_services_rendered_in` |
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+ | **Version** | `0.0.2` |
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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` | 94.78 |
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+ | `CATS_MICRO_P` | 95.12 |
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+ | `CATS_MICRO_R` | 95.12 |
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+ | `CATS_MICRO_F` | 95.12 |
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+ | `CATS_MACRO_P` | 94.89 |
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+ | `CATS_MACRO_R` | 94.68 |
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+ | `CATS_MACRO_F` | 94.78 |
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+ | `CATS_MACRO_AUC` | 98.76 |
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  | `CATS_MACRO_AUC_PER_TYPE` | 0.00 |
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+ | `TEXTCAT_LOSS` | 278.07 |
en_textcat_services_rendered_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_services_rendered_in",
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- "version":"0.0.1",
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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":0.9216962652,
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  "cats_score_desc":"macro F",
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- "cats_micro_p":0.9249889037,
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- "cats_micro_r":0.9249889037,
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- "cats_micro_f":0.9249889037,
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- "cats_macro_p":0.9226025703,
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- "cats_macro_r":0.9208395176,
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- "cats_macro_f":0.9216962652,
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- "cats_macro_auc":0.974730165,
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  "cats_f_per_type":{
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  "2200 - Services rendered":{
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- "p":0.9112359551,
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- "r":0.9001109878,
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- "f":0.9056393076
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  },
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  "OTHER":{
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- "p":0.9339691856,
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- "r":0.9415680473,
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- "f":0.9377532228
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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":6.6460282647
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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_services_rendered_in",
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+ "version":"0.0.2",
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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":0.9478481434,
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  "cats_score_desc":"macro F",
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+ "cats_micro_p":0.951188509,
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+ "cats_micro_r":0.951188509,
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+ "cats_micro_f":0.951188509,
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+ "cats_macro_p":0.9489163209,
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+ "cats_macro_r":0.9468226919,
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+ "cats_macro_f":0.9478481434,
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+ "cats_macro_auc":0.9875631934,
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  "cats_f_per_type":{
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  "2200 - Services rendered":{
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+ "p":0.9400890106,
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+ "r":0.9292724196,
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+ "f":0.9346494214
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  },
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  "OTHER":{
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+ "p":0.9577436312,
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+ "r":0.9643729642,
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+ "f":0.9610468655
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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":2.780688455
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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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