
Logistic regression vs xgboost
ML - The way the world works - analyzing how things work
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How to Use Logistic Regression to Validate Accuracy
Lasso is really good for determining what features are important then you can also look at your coefficients. So in short logistic regression has different ways that you can validate the accuracy. Some people like to use XGBoose because you can use different classifiers with it and it might be worth looking at but you'll probably want to take a look at the regularization problem as well.
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