W
WAHA
ÉvaluationsDétection d'intent

Historique des runs

SuccèsAccuracy 0.91
12/08 14:35:44admin_api
{
  "accuracy": 0.9107142857142857,
  "macro_f1": 0.9085399449035815,
  "weighted_f1": 0.9105339105339105,
  "total": 56,
  "per_label": {
    "calendar_event": {
      "precision": 1,
      "recall": 1,
      "f1-score": 1,
      "support": 6
    },
    "complaint": {
      "precision": 1,
      "recall": 1,
      "f1-score": 1,
      "support": 5
    },
    "farewell": {
      "precision": 1,
      "recall": 0.8,
      "f1-score": 0.8888888889,
      "support": 5
    },
    "greeting": {
      "precision": 0.8333333333,
      "recall": 1,
      "f1-score": 0.9090909091,
      "support": 5
    },
    "information_request": {
      "precision": 1,
      "recall": 0.8333333333,
      "f1-score": 0.9090909091,
      "support": 6
    },
    "message": {
      "precision": 1,
      "recall": 1,
      "f1-score": 1,
      "support": 5
    },
    "question": {
      "precision": 0.6666666667,
      "recall": 1,
      "f1-score": 0.8,
      "support": 4
    },
    "rate_request": {
      "precision": 0.8333333333,
      "recall": 1,
      "f1-score": 0.9090909091,
      "support": 5
    },
    "status_request": {
      "precision": 1,
      "recall": 0.6666666667,
      "f1-score": 0.8,
      "support": 6
    },
    "task_creation": {
      "precision": 1,
      "recall": 0.8,
      "f1-score": 0.8888888889,
      "support": 5
    },
    "thanks": {
      "precision": 0.8,
      "recall": 1,
      "f1-score": 0.8888888889,
      "support": 4
    }
  },
  "confusion": {
    "calendar_event": {
      "calendar_event": 6,
      "complaint": 0,
      "farewell": 0,
      "greeting": 0,
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      "message": 0,
      "question": 0,
      "rate_request": 0,
      "status_request": 0,
      "task_creation": 0,
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    },
    "complaint": {
      "calendar_event": 0,
      "complaint": 5,
      "farewell": 0,
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      "rate_request": 0,
      "status_request": 0,
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    },
    "farewell": {
      "calendar_event": 0,
      "complaint": 0,
      "farewell": 4,
      "greeting": 1,
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      "message": 0,
      "question": 0,
      "rate_request": 0,
      "status_request": 0,
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    },
    "greeting": {
      "calendar_event": 0,
      "complaint": 0,
      "farewell": 0,
      "greeting": 5,
      "information_request": 0,
      "message": 0,
      "question": 0,
      "rate_request": 0,
      "status_request": 0,
      "task_creation": 0,
      "thanks": 0
    },
    "information_request": {
      "calendar_event": 0,
      "complaint": 0,
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      "greeting": 0,
      "information_request": 5,
      "message": 0,
      "question": 1,
      "rate_request": 0,
      "status_request": 0,
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    },
    "message": {
      "calendar_event": 0,
      "complaint": 0,
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      "greeting": 0,
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      "message": 5,
      "question": 0,
      "rate_request": 0,
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    },
    "question": {
      "calendar_event": 0,
      "complaint": 0,
      "farewell": 0,
      "greeting": 0,
      "information_request": 0,
      "message": 0,
      "question": 4,
      "rate_request": 0,
      "status_request": 0,
      "task_creation": 0,
      "thanks": 0
    },
    "rate_request": {
      "calendar_event": 0,
      "complaint": 0,
      "farewell": 0,
      "greeting": 0,
      "information_request": 0,
      "message": 0,
      "question": 0,
      "rate_request": 5,
      "status_request": 0,
      "task_creation": 0,
      "thanks": 0
    },
    "status_request": {
      "calendar_event": 0,
      "complaint": 0,
      "farewell": 0,
      "greeting": 0,
      "information_request": 0,
      "message": 0,
      "question": 1,
      "rate_request": 0,
      "status_request": 4,
      "task_creation": 0,
      "thanks": 1
    },
    "task_creation": {
      "calendar_event": 0,
      "complaint": 0,
      "farewell": 0,
      "greeting": 0,
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      "message": 0,
      "question": 0,
      "rate_request": 1,
      "status_request": 0,
      "task_creation": 4,
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    },
    "thanks": {
      "calendar_event": 0,
      "complaint": 0,
      "farewell": 0,
      "greeting": 0,
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      "message": 0,
      "question": 0,
      "rate_request": 0,
      "status_request": 0,
      "task_creation": 0,
      "thanks": 4
    }
  },
  "errors": [
    {
      "text": "Bonne nuit, repose-toi bien",
      "expected": "farewell",
      "predicted": "greeting"
    },
    {
      "text": "Surveille le taux euro et préviens-moi s'il dépasse 660",
      "expected": "task_creation",
      "predicted": "rate_request"
    },
    {
      "text": "Tu as des nouvelles du transfert ?",
      "expected": "status_request",
      "predicted": "question"
    },
    {
      "text": "Quelles sont les pièces nécessaires pour le dossier ?",
      "expected": "information_request",
      "predicted": "question"
    },
    {
      "text": "Merci, mais le virement n'est toujours pas arrivé",
      "expected": "status_request",
      "predicted": "thanks"
    }
  ]
}
SuccèsAccuracy 0.91
12/08 14:35:44admin_api
{
  "accuracy": 0.9107142857142857,
  "macro_f1": 0.9052659461750371,
  "weighted_f1": 0.9059808247308246,
  "total": 56,
  "per_label": {
    "calendar_event": {
      "precision": 0.8571428571,
      "recall": 1,
      "f1-score": 0.9230769231,
      "support": 6
    },
    "complaint": {
      "precision": 1,
      "recall": 1,
      "f1-score": 1,
      "support": 5
    },
    "farewell": {
      "precision": 1,
      "recall": 0.8,
      "f1-score": 0.8888888889,
      "support": 5
    },
    "greeting": {
      "precision": 0.8333333333,
      "recall": 1,
      "f1-score": 0.9090909091,
      "support": 5
    },
    "information_request": {
      "precision": 1,
      "recall": 1,
      "f1-score": 1,
      "support": 6
    },
    "message": {
      "precision": 1,
      "recall": 1,
      "f1-score": 1,
      "support": 5
    },
    "question": {
      "precision": 0.8,
      "recall": 1,
      "f1-score": 0.8888888889,
      "support": 4
    },
    "rate_request": {
      "precision": 0.8333333333,
      "recall": 1,
      "f1-score": 0.9090909091,
      "support": 5
    },
    "status_request": {
      "precision": 1,
      "recall": 0.6666666667,
      "f1-score": 0.8,
      "support": 6
    },
    "task_creation": {
      "precision": 1,
      "recall": 0.6,
      "f1-score": 0.75,
      "support": 5
    },
    "thanks": {
      "precision": 0.8,
      "recall": 1,
      "f1-score": 0.8888888889,
      "support": 4
    }
  },
  "confusion": {
    "calendar_event": {
      "calendar_event": 6,
      "complaint": 0,
      "farewell": 0,
      "greeting": 0,
      "information_request": 0,
      "message": 0,
      "question": 0,
      "rate_request": 0,
      "status_request": 0,
      "task_creation": 0,
      "thanks": 0
    },
    "complaint": {
      "calendar_event": 0,
      "complaint": 5,
      "farewell": 0,
      "greeting": 0,
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      "message": 0,
      "question": 0,
      "rate_request": 0,
      "status_request": 0,
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      "thanks": 0
    },
    "farewell": {
      "calendar_event": 0,
      "complaint": 0,
      "farewell": 4,
      "greeting": 1,
      "information_request": 0,
      "message": 0,
      "question": 0,
      "rate_request": 0,
      "status_request": 0,
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    },
    "greeting": {
      "calendar_event": 0,
      "complaint": 0,
      "farewell": 0,
      "greeting": 5,
      "information_request": 0,
      "message": 0,
      "question": 0,
      "rate_request": 0,
      "status_request": 0,
      "task_creation": 0,
      "thanks": 0
    },
    "information_request": {
      "calendar_event": 0,
      "complaint": 0,
      "farewell": 0,
      "greeting": 0,
      "information_request": 6,
      "message": 0,
      "question": 0,
      "rate_request": 0,
      "status_request": 0,
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      "thanks": 0
    },
    "message": {
      "calendar_event": 0,
      "complaint": 0,
      "farewell": 0,
      "greeting": 0,
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      "message": 5,
      "question": 0,
      "rate_request": 0,
      "status_request": 0,
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    },
    "question": {
      "calendar_event": 0,
      "complaint": 0,
      "farewell": 0,
      "greeting": 0,
      "information_request": 0,
      "message": 0,
      "question": 4,
      "rate_request": 0,
      "status_request": 0,
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    },
    "rate_request": {
      "calendar_event": 0,
      "complaint": 0,
      "farewell": 0,
      "greeting": 0,
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      "message": 0,
      "question": 0,
      "rate_request": 5,
      "status_request": 0,
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      "thanks": 0
    },
    "status_request": {
      "calendar_event": 0,
      "complaint": 0,
      "farewell": 0,
      "greeting": 0,
      "information_request": 0,
      "message": 0,
      "question": 1,
      "rate_request": 0,
      "status_request": 4,
      "task_creation": 0,
      "thanks": 1
    },
    "task_creation": {
      "calendar_event": 1,
      "complaint": 0,
      "farewell": 0,
      "greeting": 0,
      "information_request": 0,
      "message": 0,
      "question": 0,
      "rate_request": 1,
      "status_request": 0,
      "task_creation": 3,
      "thanks": 0
    },
    "thanks": {
      "calendar_event": 0,
      "complaint": 0,
      "farewell": 0,
      "greeting": 0,
      "information_request": 0,
      "message": 0,
      "question": 0,
      "rate_request": 0,
      "status_request": 0,
      "task_creation": 0,
      "thanks": 4
    }
  },
  "errors": [
    {
      "text": "Bonne nuit, repose-toi bien",
      "expected": "farewell",
      "predicted": "greeting"
    },
    {
      "text": "Rappelle-moi d'appeler la banque ce soir",
      "expected": "task_creation",
      "predicted": "calendar_event"
    },
    {
      "text": "Surveille le taux euro et préviens-moi s'il dépasse 660",
      "expected": "task_creation",
      "predicted": "rate_request"
    },
    {
      "text": "Le virement est-il enfin parti ?",
      "expected": "status_request",
      "predicted": "question"
    },
    {
      "text": "Merci, mais le virement n'est toujours pas arrivé",
      "expected": "status_request",
      "predicted": "thanks"
    }
  ]
}
SuccèsAccuracy 0.86
12/08 14:35:40admin_api
{
  "accuracy": 0.8571428571428571,
  "macro_f1": 0.8565197428833794,
  "weighted_f1": 0.8564664502164502,
  "total": 56,
  "per_label": {
    "calendar_event": {
      "precision": 0.8333333333,
      "recall": 0.8333333333,
      "f1-score": 0.8333333333,
      "support": 6
    },
    "complaint": {
      "precision": 1,
      "recall": 1,
      "f1-score": 1,
      "support": 5
    },
    "farewell": {
      "precision": 1,
      "recall": 0.8,
      "f1-score": 0.8888888889,
      "support": 5
    },
    "greeting": {
      "precision": 0.8333333333,
      "recall": 1,
      "f1-score": 0.9090909091,
      "support": 5
    },
    "information_request": {
      "precision": 1,
      "recall": 0.8333333333,
      "f1-score": 0.9090909091,
      "support": 6
    },
    "message": {
      "precision": 1,
      "recall": 1,
      "f1-score": 1,
      "support": 5
    },
    "question": {
      "precision": 0.5,
      "recall": 1,
      "f1-score": 0.6666666667,
      "support": 4
    },
    "rate_request": {
      "precision": 0.8333333333,
      "recall": 1,
      "f1-score": 0.9090909091,
      "support": 5
    },
    "status_request": {
      "precision": 1,
      "recall": 0.5,
      "f1-score": 0.6666666667,
      "support": 6
    },
    "task_creation": {
      "precision": 1,
      "recall": 0.6,
      "f1-score": 0.75,
      "support": 5
    },
    "thanks": {
      "precision": 0.8,
      "recall": 1,
      "f1-score": 0.8888888889,
      "support": 4
    }
  },
  "confusion": {
    "calendar_event": {
      "calendar_event": 5,
      "complaint": 0,
      "farewell": 0,
      "greeting": 0,
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      "message": 0,
      "question": 1,
      "rate_request": 0,
      "status_request": 0,
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      "thanks": 0
    },
    "complaint": {
      "calendar_event": 0,
      "complaint": 5,
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    },
    "farewell": {
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      "farewell": 4,
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    "greeting": {
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    },
    "information_request": {
      "calendar_event": 0,
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    },
    "message": {
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      "message": 5,
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    "question": {
      "calendar_event": 0,
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      "question": 4,
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    },
    "rate_request": {
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      "rate_request": 5,
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    },
    "status_request": {
      "calendar_event": 0,
      "complaint": 0,
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      "greeting": 0,
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      "message": 0,
      "question": 2,
      "rate_request": 0,
      "status_request": 3,
      "task_creation": 0,
      "thanks": 1
    },
    "task_creation": {
      "calendar_event": 1,
      "complaint": 0,
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      "message": 0,
      "question": 0,
      "rate_request": 1,
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      "task_creation": 3,
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    },
    "thanks": {
      "calendar_event": 0,
      "complaint": 0,
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      "message": 0,
      "question": 0,
      "rate_request": 0,
      "status_request": 0,
      "task_creation": 0,
      "thanks": 4
    }
  },
  "errors": [
    {
      "text": "Bonne nuit, repose-toi bien",
      "expected": "farewell",
      "predicted": "greeting"
    },
    {
      "text": "On déjeune ensemble mardi midi ?",
      "expected": "calendar_event",
      "predicted": "question"
    },
    {
      "text": "Programme un message pour Awa tous les matins à 8h",
      "expected": "task_creation",
      "predicted": "calendar_event"
    },
    {
      "text": "Surveille le taux euro et préviens-moi s'il dépasse 660",
      "expected": "task_creation",
      "predicted": "rate_request"
    },
    {
      "text": "Tu as des nouvelles du transfert ?",
      "expected": "status_request",
      "predicted": "question"
    },
    {
      "text": "Le virement est-il enfin parti ?",
      "expected": "status_request",
      "predicted": "question"
    },
    {
      "text": "Quelles sont les pièces nécessaires pour le dossier ?",
      "expected": "information_request",
      "predicted": "question"
    },
    {
      "text": "Merci, mais le virement n'est toujours pas arrivé",
      "expected": "status_request",
      "predicted": "thanks"
    }
  ]
}
ÉchecNo module named 'pandas'
12/08 08:06:16admin_api
{
  "error": "No module named 'pandas'"
}