Avoid Oversimplifications in Machine Learning: Going beyond the Class-Prediction Accuracy
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Class-prediction accuracy provides a quick but superficial way of determining classifier performance. It does not inform on the reproducibility of the findings or whether the selected or constructed features used are meaningful and specific. Furthermore, the c... ...
