What is the primary goal when splitting data into training, testing, and validation sets?

What is the primary goal when splitting data into training, testing, and validation sets?
A . To increase the computational speed of model training
B . To ensure the model generalizes well to new data
C . To use all available data for training to improve accuracy
D . To test all models on the same set of data

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Answer: B