12 Common Errors in Machine Learning

There is no such thing as a perfect machine learning model. A model's overall reported error has been incorporated into its contributions from several sources. The predictive power of a model, therefore, depends on the experience of the data scientist in dealing with these sources of error. In this blog, we discuss 12 common errors in machine learning. Data collection can produce errors at different levels.