What is ExtraTrees Classifier?
ExtraTrees Classifier is an ensemble method which is much faster than RandomForest yet equall accurate. Extra trees seem much faster (about three times) than...
Recent Posts
Visualizing Stochastic & Batch Gradient Descent
In this video I have used Matplotlib to bring out the difference between Stochastic and Batch Gradient Descent which are commonly used in Linear Regression.
Visualizing Decision Tree Boundary using Matplotlib
In this Matplotlib animation, I demonstrate the order in which splits are made based on the information gain while constructing a Decision Tree.
Variance Inflation Factor (VIF) for Detecting Multicolinearity in Python
Colinearity is the state where two variables are highly correlated and contain similiar information about the variance within a given dataset. To detect coli...
Stacking Classifier
Stacking is an ensemble learning technique to combine multiple classification models via a meta-classifier. The individual classification models are trained ...