Class Imbalance, Exactly

Accuracy Can Hide

• Label Counts Are Visible
• Always-N Baseline
• Confusion Counts Show the Miss
• Accuracy Is Four Out of Five
• Positive Recall Is Zero
• What Imbalance Does and Does Not Say