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Techniques for tuning classification models with imbalanced dataset
When working on classification models, we usually found that our data have a difference number of members among each classes, some...
GridSearchCV versus RandomizedSearchCV
In any machine learning problem, we usually need to perform hyperparameter optimization to tune parameters in our model. Even though...
Neural Network and its Applications
Neural network is one prominent machine learning algorithm nowadays, it has been widely used in many applications such as image detection...
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