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Test_08 - calibration

Overview

Tests that the model calibration performance if applicable. For calibration information please refer to Calibrate model, and calibration test

Input

  • WORK_DIR - output work directory
  • CALIBRATED_MODEL - path for calibrated model
  • REPOSITORY_PATH - repository path
  • TEST_SAMPLES_CALIBRATION - test samples for calibration
  • BT_JSON_CALIBRATION - json for bootstrap analysis
  • BT_COHORT_CALIBRATION - bootstrap cohort definition to focus on calibration  

Output

${WORK_DIR}/calibration

  • bt.pivot_txt - bootstrap results of calibration measurement
  • *.html  - calibration graph result for each cohort - for each score bin, plots observed mean outcome, expected confidence internal, etc.