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Heart-Disease dataset analysis using Matlab and the Orange framework.

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heart-disease-diagnosis

Heart disease dataset (find here: https://archive.ics.uci.edu/ml/datasets/heart+Disease) analysis with matlab preprocessing and orange implementation for data visualization, ranking and modeling.

notes

A full report (unfortunately only in italian language) is provided. Cross-industry standard process for data mining (CRISP-DM) has been adopted to standardize the analysis process.

Orange project screenshot

Here a screenshot of the orange project is provided. All project files and preprocessing is present in repo. orange_project_preview