Thuật ngữ AI
Từ điển đầy đủ về Trí tuệ nhân tạo
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Entropy
Measure of disorder or uncertainty in a dataset, calculated as the sum of probabilities multiplied by their negative logarithm.
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CART Algorithm
Classification And Regression Tree using Gini impurity minimization for classification and variance reduction for regression.
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Gini Index
Coefficient measuring distribution inequality, adapted in machine learning to evaluate class heterogeneity in decision tree partitions.
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Tree Ensemble
Collection of decision trees trained collaboratively, leveraging learner diversity to reduce general error and improve generalization.
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