Cost-Sensitive Learning: Difference between revisions
Thakshashila (talk | contribs) Created page with "= Cost-Sensitive Learning = '''Cost-Sensitive Learning''' is a machine learning approach that incorporates different costs for different types of classification errors, helping models make better decisions in situations where misclassification errors have unequal consequences. == Why Cost-Sensitive Learning? == In many real-world problems, different mistakes have different costs. For example: * In medical diagnosis, a false negative (missing a disease) may be more co..." |
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cost sensitive learning machine learning, classification with different error costs, cost matrix in ML, weighted loss function, imbalanced classification techniques, handling costly misclassification, machine learning cost optimization | cost sensitive learning machine learning, classification with different error costs, cost matrix in ML, weighted loss function, imbalanced classification techniques, handling costly misclassification, machine learning cost optimization | ||
[[Category:Artificial Intelligence]] | |||