Check the probabilities of the misclassified samples especially of the actual ca...
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Check the probabilities of the misclassified samples especially of the actual cancer cases that the model missed. Was the decision close or quite clear for the model? Do these probabilities make sense also when you check the decision boundary plot with your top 2 features?
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