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Exploring several classification metrics and related interpretations.

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AmMoPy/Recall_Precision_Accuracy_Confusion_Matrix

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You have a model and some predictions now what? Read on!

Table of contents:

  • Preprocessing
  • One-hot encoding
  • Metrics
    • Accuracy
    • Threshold Moving
    • Confusion Matrix
    • Precision and recall
    • ROC and AUC
      • ROC curve
      • AUC
      • Summary - AUC
  • Threshold moving - Enhanced

AUC simplified

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Exploring several classification metrics and related interpretations.

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