I need help with completing feature selection to use it in the Unsupervised lear

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I need help with completing feature selection to use it in the Unsupervised learning algorithm. I’m using RapidMiner software for data analysis. Can you review my dataset version {HAIEnd 23.05} and perform feature selection, explaining each feature and why it was chosen?
you have to complete the feature selection and explain then and specify why them and why we didn’t choose the remaining , so i need full explaininon of attributes Please ensure to be very precise and provide an accurate answer.

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