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ML implemented

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andrei-mihnea-cerbu
2024-04-12 12:25:08 +03:00
parent adba50e70b
commit 1ff7f51aa6
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backend/API/disease_prediction.log
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2024-04-12 11:52:49,526 INFO:
Initializing DiseasePredictor
2024-04-12 11:59:01,047 INFO:
Initializing DiseasePredictor
2024-04-12 12:06:57,251 INFO:
Initializing DiseasePredictor
2024-04-12 12:18:54,861 INFO:
Initializing DiseasePredictor
2024-04-12 12:18:54,894 INFO:Training model
2024-04-12 12:18:55,256 INFO:Training accuracy: 0.77
2024-04-12 12:18:55,257 INFO:Making a prediction
2024-04-12 12:18:55,257 INFO:Extracting features from text
2024-04-12 12:18:55,257 INFO:Tokens extracted: {'Disease': 'No', 'Fever': 'Yes', 'Cough': 'No', 'Fatigue': 'No', 'Difficulty Breathing': 'No', 'Blood Pressure': 'Yes', 'Cholesterol Level': 'No', 'Age': 40, 'Gender': 'Male'}
2024-04-12 12:20:33,079 INFO:
Initializing DiseasePredictor
2024-04-12 12:20:33,085 INFO:Training model
2024-04-12 12:20:33,484 INFO:Training accuracy: 0.77
2024-04-12 12:20:33,484 INFO:Making a prediction
2024-04-12 12:20:33,484 INFO:Extracting features from text
2024-04-12 12:20:33,485 INFO:Tokens extracted: {'Disease': 'No', 'Fever': 'Yes', 'Cough': 'No', 'Fatigue': 'No', 'Difficulty Breathing': 'No', 'Blood Pressure': 'Yes', 'Cholesterol Level': 'No', 'Age': 40, 'Gender': 'Male'}
2024-04-12 12:20:55,361 INFO:
Initializing DiseasePredictor
2024-04-12 12:20:55,367 INFO:Training model
2024-04-12 12:20:55,714 INFO:Training accuracy: 0.77
2024-04-12 12:20:55,715 INFO:Making a prediction
2024-04-12 12:20:55,715 INFO:Extracting features from text
2024-04-12 12:20:55,715 INFO:Tokens extracted: {'Disease': 'No', 'Fever': 'Yes', 'Cough': 'No', 'Fatigue': 'No', 'Difficulty Breathing': 'No', 'Blood Pressure': 'Yes', 'Cholesterol Level': 'No', 'Age': 40, 'Gender': 'Male'}