Check for Model Overfitting

Easy

Model Evaluation

Asked at 1 company1Cross-ValidationAccuracyF1 Score

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Problem

Scenario

You've trained a model that looks strong on the training set, but the validation score is noticeably worse. The team wants to know whether the gap means the model is overfitting.

Question

How do you validate that a model is not overfitting?

Problem

Scenario

You've trained a model that looks strong on the training set, but the validation score is noticeably worse. The team wants to know whether the gap means the model is overfitting.

Question

How do you validate that a model is not overfitting?

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Check for Model Overfitting

Easy

Model Evaluation

Asked at 1 company1Cross-ValidationAccuracyF1 Score

Also asked at

S

Problem

Scenario

You've trained a model that looks strong on the training set, but the validation score is noticeably worse. The team wants to know whether the gap means the model is overfitting.

Question

How do you validate that a model is not overfitting?

Problem

Scenario

You've trained a model that looks strong on the training set, but the validation score is noticeably worse. The team wants to know whether the gap means the model is overfitting.