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Report

This report provides a standardized format for documenting machine learning trials conducted on the EvoML platform. It includes:

  1. Purpose and description of the EvoML platform
  2. Data overview, including the target column, feature information, and sample data
  3. A comparison table of various models tested, showing metrics such as prediction time, MAPE, MSE, R2, explainability, training time, and correlation coefficients
  4. Detailed performance metrics for each model, including training and testing values

report