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Using Supervised Machine Learning Techniques for Chronic Kidney Disease Detection

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Chronic-Kidney-Disease-Prediction

Using four supervised machine learning techniques to build an optimized classification model for chronic kidney disease classification.

  1. Support vector machine
  2. K-Nearest Neighbour
  3. Decision tree
  4. Random forest

Visualizing optimization of hyper-parameters and marking optimal value on 3-D plots.