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Examples Synthetic Data Generators

This example workflow demonstrates different configurations of multiple "Synthetic Data Generator" components with visualizations of them.

Examples for Synthetic Data Generator (Classification)In the view different class separation values can be seen for abinary classification problem as well as one multiclass example. Examples for Synthetic data Generator (Regression)This view shows different amounts of noise in the data using1000 samples and 2 features. Examples for Synthetic Data Generator (Clustering)This view shows different number of samples and clusterstandard deviations. Examples for Synthetic Data Generator (MultilabelClassification)This example is a 4-class multilabel problem with differentnumber of labels. The class columns are converted into a single class column forvisualization. Synthetic Data Generator(Classification) Synthetic Data Generator(Multilabel Classification) Synthetic DataGenerator (Regression) Synthetic DataGenerator (Clustering) Synthetic Data Generator(Classification) Synthetic Data Generator(Classification) View Synthetic Data Generator(Classification) Synthetic DataGenerator (Regression) Synthetic DataGenerator (Regression) Synthetic DataGenerator (Regression) View Synthetic DataGenerator (Clustering) Synthetic DataGenerator (Clustering) Synthetic DataGenerator (Clustering) View Synthetic Data Generator(Multilabel Classification) View Examples for Synthetic Data Generator (Classification)In the view different class separation values can be seen for abinary classification problem as well as one multiclass example. Examples for Synthetic data Generator (Regression)This view shows different amounts of noise in the data using1000 samples and 2 features. Examples for Synthetic Data Generator (Clustering)This view shows different number of samples and clusterstandard deviations. Examples for Synthetic Data Generator (MultilabelClassification)This example is a 4-class multilabel problem with differentnumber of labels. The class columns are converted into a single class column forvisualization. Synthetic Data Generator(Classification) Synthetic Data Generator(Multilabel Classification) Synthetic DataGenerator (Regression) Synthetic DataGenerator (Clustering) Synthetic Data Generator(Classification) Synthetic Data Generator(Classification) View Synthetic Data Generator(Classification) Synthetic DataGenerator (Regression) Synthetic DataGenerator (Regression) Synthetic DataGenerator (Regression) View Synthetic DataGenerator (Clustering) Synthetic DataGenerator (Clustering) Synthetic DataGenerator (Clustering) View Synthetic Data Generator(Multilabel Classification) View

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Created by: franko
Created at: 2022-05-24
On NodePit since: 2022-05-24
Last update: 2024-11-21
Created with KNIME version: v4.5.2
Tags: synthetic datasynthetic data generator

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