Drift and model fit · Question 52 of 60
A model achieves 61% accuracy on the training data and 59% on the validation data; even with more epochs, the values hardly improve. Which statements are correct?
2 answers are correct. Hard
Show answer
Answer
- A The values indicate underfitting
- C The model is too basic, or the data lacks features that capture the decisive relationship
Explanation
Consistently low performance metrics on training and validation data as well as high, close errors without significant improvement during training indicate underfitting. Causes are a model that is too simple or training data without features reflecting an important relationship between inputs and outputs.