Archives for random sampling
the decision tree was an example of a black-box algorithm in any random forest, that we can access to know how it works.by visualizing trees in random forest we can know about the model
The post How to Visualize a Random Forest with Fitted Parameters? appeared first on Analytics India Magazine.
Imbalanced classes in a dataset are often usual among classification problems in machine learning. Balancing an imbalanced class is crucial as the classification model, which is trained using the imbalanced class dataset will tend to exhibit the prediction accuracy according to the highest class of the dataset. Researchers have proposed several approaches to deal with…
The post Top 8 Ways To Manage Imbalanced Classes In Your Dataset appeared first on Analytics India Magazine.