## 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-...

The RandomForestClassifier is trained using bootstrap aggregation, where each new tree is fit from a bootstrap sample of the training observations . The out-...

Let’s create a simple XOR based Neural Network with TensorFlow 2.0.

TensorFlow 2.0 is here! Let’s take a look at a simple tutorial on the basics of TensorFlow.

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.

Linear Regression uses the historical relationship between an independent and a dependent variable to predict the future values of the dependent variable. Ca...