Out-of-bag (OOB) error derivation for Random Forests
The RandomForestClassifier is trained using bootstrap aggregation, where each new tree is fit from a bootstrap sample of the training observations . The out-...
Recent Posts
Build a Simple Neural Network with TensorFlow 2.0 in Google Colab
Let’s create a simple XOR based Neural Network with TensorFlow 2.0.
TensorFlow 2.0 - Introductory Tutorial
TensorFlow 2.0 is here! Let’s take a look at a simple tutorial on the basics of TensorFlow.
Log Loss or Cross-Entropy Cost Function in Logistic Regression
In this tutorial, I will show why MSE in not the best cost function for Logistic Regression and why do we use Log Loss or Cross Entropy Loss.
Why Linear Regression is not suitable for Classification?
Linear Regression uses the historical relationship between an independent and a dependent variable to predict the future values of the dependent variable. Ca...