This sample model is provided with all new Expert Models accounts.
Use Random Forests to make predictions on the class of the flowers in the Iris flower dataset. This model makes use of the scikit package to make predictions using Random Forests. The dataset is split into training and test datasets by randomly choosing values from the main dataset. So each time the training and test datasets are created, the prediction changes. This process can be repeated to make sure there is sufficient coverage and the coefficients are chosen with reasonable level of accuracy.
Original source / documentation of model
Scikit Learn documentation
Table of Accuracy %
- Scikit Learn
Random Forest Classifier