Features of Qlik AutoML
Qlik AutoML is a tool within the Qlik Sense analytics platform that automates the process of building and deploying machine learning models. It simplifies the machine learning workflow and allows users to create predictive models, without requiring in-depth knowledge of data science or programming. Some of the key features of Qlik AutoML include the following:
- Automated model selection: Qlik AutoML automatically selects the best machine learning algorithm based on data and the prediction task, saving users from manually exploring and comparing different algorithms.
- Hyperparameter tuning: Qlik AutoML optimizes the hyperparameters of the selected machine learning model to improve its performance and accuracy. Hyperparameter tuning helps fine-tune the model’s behavior and makes it more effective in making predictions.
- Cross-validation: Qlik AutoML uses cross-validation techniques to evaluate the performance of models. It splits data into...