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I have a bachelor thesis in which I should classify the produced parts into good or bad with the help of Python and AI.

my dataset is imbalanced an not big enough about 100 samples and 30 features

my question what would be the best method to get exact results

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    Welcome to across Validated! What issue for your particular work does the class imbalance pose? Note that statisticians do not see class imbalance as much of a problem. https://stats.stackexchange.com/questions/357466 https://www.fharrell.com/post/class-damage/ https://www.fharrell.com/post/classification/ https://stats.stackexchange.com/a/359936/247274 https://stats.stackexchange.com/questions/464636/ https://twitter.com/f2harrell/status/1062424969366462473?lang=en – Dave Dec 20 '21 at 02:56

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