Open Shy029 opened 4 days ago
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I would like to raise a feature request for implementing Parkinson's disease classification using Support Vector Machine (SVM) as part of the ML Nexus project for GSSoC '24. Parkinson's is a complex neurodegenerative disorder, and early detection can significantly improve patient outcomes. SVM is an ideal algorithm for this task due to its ability to handle smaller datasets and complex feature spaces effectively. The model can utilize features like vocal patterns, motor functions, and tremor data to classify individuals with and without Parkinson's. Adding this feature to ML Nexus would not only enhance the project’s impact in healthcare but also provide contributors with a meaningful real-world application of machine learning in the medical field.
please assign this to me.