classifier#
Classes#
Adaptive Random Forest Classifier |
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Extremely Fast Decision Tree (EFDT) Classifier |
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Hoeffding Tree classifier. |
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Naive Bayes incremental learner. |
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Incremental on-line bagging of Oza and Russell |
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Bagging for evolving data streams using ADWIN. |
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Leveraging Bagging for evolving data streams using ADWIN. |
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The default number of neighbors (k) is set to 3 instead of 10 (as in MOA) |
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Streaming Passive Aggressive Classifier |
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Streaming stochastic gradient descent classifier. |
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Streaming Gradient Boosted Trees (SGBT) Classifier |
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Incremental on-line boosting classifier of Oza and Russell. |
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Majority class classifier. |
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NoChange classifier. |
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OnlineSmoothBoost Classifier |
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Streaming Random Patches (SRP) Classifier |
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Hoeffding Adaptive Tree (HAT) classifier. |
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Self Adjusted Memory k Nearest Neighbor (SAMkNN) Classifier |
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Dynamic Weighted Majority Classifier. |
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CSMOTE |
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WeightedKNN Reference: |
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ShrubsClassifier |