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SrijanShovit / HealthLearning

A repo comprising of various Machine Learning and Deep Learning projects in healthcare domain.
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Cirrhosis Prediction | 2. EDA #57

Closed SrijanShovit closed 6 months ago

SrijanShovit commented 6 months ago

Step 2:

  1. Perform Univariate and Multivariate analysis and draw conclusions from there.
  2. Explore Correlation Matrix(can try different methods and search if they give the same conclusion and why)
  3. Check the distribution(skewness) of the columns
  4. Detect Outliers(don't remove)
  5. Detect Class Label Imbalance

Provide as much relevant graphs and conclusive markdown cells as possible.

@aditi1807

aditi1807 commented 6 months ago

hey @SrijanShovit , Do i have to perform univariate analysis on the stage column

SrijanShovit commented 6 months ago

No not just one column. Explore all columns whatever conclusion you can bring up in the data, that's good