Using LDA (Linear Discriminant Analysis) and SHAP together

Hello, with a group of friends at school, we want to classify using interstellar machine learning, and while doing this, we want to do size reduction using LDA and examine the effects of features with SHAP, but we are getting an index error, how can we solve this problem?

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