CoolFace
Modelpublic

MemChainAI/adaptive-sentiment-classifier

sourceHugging Facemitupdated 1y agoView on Hugging Face
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training_results.json138 linesDownload Raw Back to root
1{2  "initial_eval": {3    "accuracy": 0.6,4    "total_examples": 10,5    "correct_predictions": 6,6    "predictions": [7      {8        "input": "Granite Guardian 4 is a type of AI model developed by IBM. It's designed for natural language processing tasks.",9        "target": "neutral",10        "predicted": "neutral",11        "confidence": 0.4451300799846648612      },13      {14        "input": "Do you know what Granite Guardian 4 is?",15        "target": "neutral",16        "predicted": "neutral",17        "confidence": 0.3982460200786590618      },19      {20        "input": "Learning is a process of gaining knowledge or skills. It can be observed in both humans and machines.",21        "target": "neutral",22        "predicted": "neutral",23        "confidence": 0.428312288871041324      },25      {26        "input": "I love this new technology!",27        "target": "positive",28        "predicted": "positive",29        "confidence": 0.4219489740163699430      },31      {32        "input": "This is terrible and I hate it.",33        "target": "negative",34        "predicted": "neutral",35        "confidence": 0.3590573370456695636      },37      {38        "input": "The weather is nice today.",39        "target": "positive",40        "predicted": "neutral",41        "confidence": 0.366533645002028642      },43      {44        "input": "Good morning everyone.",45        "target": "positive",46        "predicted": "positive",47        "confidence": 0.406632328428764848      },49      {50        "input": "The system crashed again.",51        "target": "negative",52        "predicted": "neutral",53        "confidence": 0.405820280313491854      },55      {56        "input": "How are you doing?",57        "target": "neutral",58        "predicted": "neutral",59        "confidence": 0.383037936181960660      },61      {62        "input": "This tutorial is very helpful.",63        "target": "positive",64        "predicted": "neutral",65        "confidence": 0.400317800054484666      }67    ]68  },69  "final_eval": {70    "accuracy": 0.8,71    "total_examples": 10,72    "correct_predictions": 8,73    "predictions": [74      {75        "input": "Granite Guardian 4 is a type of AI model developed by IBM. It's designed for natural language processing tasks.",76        "target": "neutral",77        "predicted": "neutral",78        "confidence": 0.4835926124211682479      },80      {81        "input": "Do you know what Granite Guardian 4 is?",82        "target": "neutral",83        "predicted": "neutral",84        "confidence": 0.404592336395715285      },86      {87        "input": "Learning is a process of gaining knowledge or skills. It can be observed in both humans and machines.",88        "target": "neutral",89        "predicted": "neutral",90        "confidence": 0.4260582119226455491      },92      {93        "input": "I love this new technology!",94        "target": "positive",95        "predicted": "positive",96        "confidence": 0.482830140403982797      },98      {99        "input": "This is terrible and I hate it.",100        "target": "negative",101        "predicted": "negative",102        "confidence": 0.461149305329239103      },104      {105        "input": "The weather is nice today.",106        "target": "positive",107        "predicted": "positive",108        "confidence": 0.36550917619287693109      },110      {111        "input": "Good morning everyone.",112        "target": "positive",113        "predicted": "positive",114        "confidence": 0.43729869443503283115      },116      {117        "input": "The system crashed again.",118        "target": "negative",119        "predicted": "neutral",120        "confidence": 0.4084569862188673121      },122      {123        "input": "How are you doing?",124        "target": "neutral",125        "predicted": "neutral",126        "confidence": 0.3692911105843683127      },128      {129        "input": "This tutorial is very helpful.",130        "target": "positive",131        "predicted": "neutral",132        "confidence": 0.404367300363097133      }134    ]135  },136  "improvement": 0.20000000000000007,137  "total_training_examples": 114138}