Which model are you more likely to consider for deployment

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Reference no: EM131923594

Problem

Two models are applied to a dataset that has been partitioned. Model A is considerably more accurate than model B on the training data, but slightly less accurate than model B on the validation data. Which model are you more likely to consider for final deployment?

Reference no: EM131923594

Questions Cloud

Write the stepper to check the return values : Write the stepper to check the return values. Make versions of this implementation with the same two defects. Generate a test suite from the model program.
Write a stepper for the three newsreader implementations : Write a stepper for the three newsreader implementations you wrote for the problems. Generate a test suite from the newsreader model program.
Compute the gross margin ratio : Compute the gross margin ratio (both with and without services revenue) and net profit margin ratio. Compute the current ratio and acid-test ratio
Explore the data using data visualization capabilities of r : Explore the data using the data visualization capabilities of R. Which of the pairs among the variables seem to be correlated?
Which model are you more likely to consider for deployment : Two models are applied to a dataset that has been partitioned. Which model are you more likely to consider for final deployment?
How many records would you expect to be removed : A dataset has 1000 records and 50 variables with 5% of the values missing, spread randomly throughout. About how many records would you expect to be removed?
Explain why when a model is fit to training data : Using the concept of overfitting, explain why when a model is fit to training data, zero error with those data is not necessarily good.
Examine the data carefully and indicate what your next step : Consider the sample from bank database shown in Table 2.16; it was selected randomly from. Examine the data carefully and indicate what your next step would be.
Describe the roles assumed by validation and test partition : Describe the difference in roles assumed by the validation partition and the test partition. Comment on the likelihood that it was sampled randomly.

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