Parkinson's Detection using Machine Learning
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Parkinson's disease is a progressive disorder that affects the nervous system and the parts of the body controlled by the nerves. Symptoms start slowly. The first symptom may be a barely noticeable tremor in just one hand. Tremors are common, but the disorder may also cause stiffness or slowing of movement.
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To diagnose Parkinson's, a doctor will take a neurological history and perform an in-office exam. Although there are no standard diagnostic tests, some doctors may order imaging testing to help confirm a PD diagnosis in the early stages of the disease.
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DataSet Link - Dataset
Library Used
- Numpy
- Pandas
- sklearn
Model Accuracy
Accuracy score of training data : 0.8846153846153846
Accuracy score of test data : 0.8717948717948718