MemChainAI/adaptive-sentiment-classifier
514
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}