This directory contains 32 workflows.
This is an example for computing explanation using LIME. An XGBoost model was picked, but any model and its set of Learner and Predictor nodes can be […]
This workflow clusters the iris dataset using Hierarchical Clustering
This workflow shows an example for the "Parameter Optimization (Table)" component (kni.me/c/dIpKMJbiO-3019eb). The model used for parameter optimization […]
This workflow shows how to extract text from a web page based on its URL.
This application is a simple example of AutoML with KNIME Software for regression and classification tasks. The key of this example is the “AutoML […]
This application is a simple example of AutoML with KNIME Software for binary and multiclass classification. The output models are then explained via the […]
This is an example for visualizing a partial dependence plot and an ICE curves plot in KNIME. An XGBoost model was picked, but any model and its set of […]
The Topic Scorer (Labs) verified component implements an experimental score for semantic coherence, exclusivity and similarity/distance of topics of one […]
In the example, the Credit Scoring data set is partitioned to training and test samples. Then, the black box model (Neural Network) is trained on the […]
This workflow shows how to use the "Model Simulation View" component with AutoML The key of this example is the “Model Simulation View” component, verified […]
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