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WebWhat is Tomek-Link. 1. Tomek-link defines the concept boundary pairs in a data distribution. When two instances, a and b are nearest of each-other, with class (a) class … WebI am trying to use Tomek Links and One-sided selection for re-sampling the data. I am passing a dictionary containing target class labels as keys and the number of samples that I wish to keep in each category as its value to the ratio parameter. But I am not getting the desired number of samples in each category. WebOct 7, 2024 · Hi, I meet a challenge to classify a highly unbalanced dataset, where False type data are only round 1% of total dataset. I have tried SMOTE over-sampling but it didn’t solve the problem. Now I would like to try under-sampling with Tomek links, and wondering if exit Node in KNIME that I could choose to do Tomek links under-sampling? And for … pottery prices