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andreids
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en_textcat_subscriptions_software_out

Text Classification
spaCy
English
Model card Files
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Community
andreids commited on
Commit
82ee3ad
·
1 Parent(s): 3c1d3cd

Update spaCy pipeline

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Files changed (5) hide show
  1. README.md +10 -10
  2. en_textcat_subscriptions_software_out-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_subscriptions_software_out` |
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- | **Version** | `0.0.0` |
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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` | 84.46 |
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- | `CATS_MICRO_P` | 96.22 |
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- | `CATS_MICRO_R` | 96.22 |
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- | `CATS_MICRO_F` | 96.22 |
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- | `CATS_MACRO_P` | 85.87 |
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- | `CATS_MACRO_R` | 83.17 |
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- | `CATS_MACRO_F` | 84.46 |
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- | `CATS_MACRO_AUC` | 95.06 |
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  | `CATS_MACRO_AUC_PER_TYPE` | 0.00 |
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- | `TEXTCAT_LOSS` | 355.70 |
 
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  | Feature | Description |
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  | --- | --- |
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  | **Name** | `en_textcat_subscriptions_software_out` |
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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` |
 
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  | Type | Score |
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  | --- | --- |
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+ | `CATS_SCORE` | 83.57 |
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+ | `CATS_MICRO_P` | 96.39 |
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+ | `CATS_MICRO_R` | 96.39 |
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+ | `CATS_MICRO_F` | 96.39 |
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+ | `CATS_MACRO_P` | 90.43 |
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+ | `CATS_MACRO_R` | 78.94 |
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+ | `CATS_MACRO_F` | 83.57 |
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+ | `CATS_MACRO_AUC` | 94.75 |
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  | `CATS_MACRO_AUC_PER_TYPE` | 0.00 |
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+ | `TEXTCAT_LOSS` | 334.31 |
en_textcat_subscriptions_software_out-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_subscriptions_software_out",
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- "version":"0.0.0",
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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":0.8445957886,
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  "cats_score_desc":"macro F",
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- "cats_micro_p":0.9622201616,
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- "cats_micro_r":0.9622201616,
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- "cats_micro_f":0.9622201616,
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- "cats_macro_p":0.8587131597,
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- "cats_macro_r":0.8317392017,
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- "cats_macro_f":0.8445957886,
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- "cats_macro_auc":0.9506113231,
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  "cats_f_per_type":{
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  "OTHER":{
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- "p":0.9769455706,
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- "r":0.9826647911,
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- "f":0.9797968349
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  },
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  "5623 - Subscriptions - software":{
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- "p":0.7404807488,
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- "r":0.6808136124,
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- "f":0.7093947422
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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":3.5569931168
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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_subscriptions_software_out",
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+ "version":"0.0.1",
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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":0.8356893669,
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  "cats_score_desc":"macro F",
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+ "cats_micro_p":0.9638708575,
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+ "cats_micro_r":0.9638708575,
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+ "cats_micro_f":0.9638708575,
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+ "cats_macro_p":0.9042883769,
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+ "cats_macro_r":0.7893595577,
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+ "cats_macro_f":0.8356893669,
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+ "cats_macro_auc":0.9474734043,
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  "cats_f_per_type":{
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  "OTHER":{
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+ "p":0.9702108569,
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+ "r":0.9916544387,
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+ "f":0.9808154565
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  },
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  "5623 - Subscriptions - software":{
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+ "p":0.838365897,
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+ "r":0.5870646766,
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+ "f":0.6905632772
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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":3.3430725
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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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