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Online Decision Tree/Ushahidi
Rekodi ya ushahidi wa mbinu

Online Decision Tree

An Online Decision Tree is a decision tree that grows incrementally from a continuous stream of data without revisiting past examples. The dominant algorithm, the Hoeffding Tree (VFDT), uses the Hoeffding bound to decide when enough examples have been seen at a node to split it confidently, enabling scalable, real-time classification on potentially infinite data streams.

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Online Decision Tree (Incremental / Streaming Decision Tree Learning)
Rekodi ya mbinu ya kiajenda · ml-model / machine-learning
  • Domingos, P., & Hulten, G. (2000). Mining very fast data streams. In Proceedings of the 6th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (pp. 71–80). ACM. · URL
  • Hulten, G., Spencer, L., & Domingos, P. (2001). Mining time-changing data streams. In Proceedings of the 7th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (pp. 97–106). ACM. · DOI 10.1145/502512.502529
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Same method familyDecision Treemachine-suggested · Relational suggestion, not evidence.Taxonomic bucketOnline Gradient Boostingmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketOnline Learningmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketOnline Naive Bayesmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketOnline Random Forestmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSemi-supervised Decision Treemachine-suggested · Relational suggestion, not evidence.

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Sources recorded, not reviewed

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