10. December 2020
ClearVu Python Package
Our new developed Python Package allows users to use the automatic machine learning capabilities of ClearVu Analytics within Python. This includes fitting, comparing, using, loading, saving and exporting models.
Automated machine learning includes the automated training and hyperparameter optimization of nonlinear modeling algorithms such as neural networks, random forests, support vector machines, and many others, for a given data set. Using an appropriate cross-validation approach, the prediction accuracy of the models is optimized and the best performing optimized model is selected using a statistical testing procedure.