What term is used to refer to a set of input variables and their corresponding target values used to evaluate a Machine Learning model's performance?
- Evaluation set
- Testing set
- Training set
- Validation set
The "Testing set" is a set of input variables and corresponding target values used to evaluate a Machine Learning model's performance. It helps in assessing how well the model will perform on unseen data.
Loading...
Related Quiz
- In reinforcement learning, the agent learns a policy which maps states to ________.
- You are required to build a system that can understand and generate human-like responses. Would you employ AI, Machine Learning, or Deep Learning, and why?
- You are asked to apply Hierarchical Clustering to a dataset with mixed types of data (categorical and numerical). What challenges could arise and how would you tackle them?
- What is the primary goal of exploration in reinforcement learning?
- A utility company wants to predict the demand for electricity for the next week based on historical data. They have data for the past ten years, recorded every hour. Which type of machine learning task is this, and what challenges might they face due to the nature of the data?