Performance Measures for Machine Learning
Performance Measures • Accuracy • Weighted (Cost-Sensitive) Accuracy • Lift • Precision/Recall – F – Break Even Point ... • is 99% accuracy good? – can be excellent, good, mediocre, poor, terrible – depends on problem • is 10% accuracy bad? – information retrieval
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