A developer has built a machine learning model to predict the category of new stories. The possible values are politics, economics, business, health, science, and local news. The developer has tried several algorithms, but the model accuracy is poor even when evaluating the model on using the training data. This is an example of what kind of potential problem with a machine learning model?

🎲 Try a Random Question  |  Total Questions in Quiz: 12  |  🧠 Study this quiz with Flashcards
This question is part of a full practice quiz:
Google Certified Professional Data Engineer: Deploying Machine Learning Pipelines — practice the complete quiz, review flashcards, or try a random question.


A developer has built a machine learning model to predict the category of new stories. The possible values are politics, economics, business, health, science, and local news. The developer has tried several algorithms, but the model accuracy is poor even when evaluating the model on using the training data. This is an example of what kind of potential problem with a machine learning model?