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ai:methods:classification [2022/04/07 22:31] cyril import private |
ai:methods:classification [2022/04/28 23:27] (current) cyril add missing images |
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{{ adaboost-discrete.png }} | {{ adaboost-discrete.png }} |
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| {{ adaboost-discrete_2.png }} |
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- [[|1998,Schapire-Singer,Improved Boosting Algorithms Using Confidence-rated Predictions.pdf]] {{1998_Schapire-Singer_Improved Boosting Algorithms Using Confidence-rated Predictions.pdf|[Local Copy]}} | - [[|1998,Schapire-Singer,Improved Boosting Algorithms Using Confidence-rated Predictions.pdf]] {{1998_Schapire-Singer_Improved Boosting Algorithms Using Confidence-rated Predictions.pdf|[Local Copy]}} |
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| ==Full Definition== |
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- [[|1998,Friedman-Hastie-Tibshirani,Additive Logistic Regression - a Statistical View of Boosting]] {{1998_Friedman-Hastie-Tibshirani_Additive Logistic Regression - a Statistical View of Boosting.pdf|[Local Copy]}} | - [[|1998,Friedman-Hastie-Tibshirani,Additive Logistic Regression - a Statistical View of Boosting]] {{1998_Friedman-Hastie-Tibshirani_Additive Logistic Regression - a Statistical View of Boosting.pdf|[Local Copy]}} |
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| ==Full Definition== |
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| {{ logitboost.png }} |
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- [[|1998,Friedman-Hastie-Tibshirani,Additive Logistic Regression - a Statistical View of Boosting]] {{1998_Friedman-Hastie-Tibshirani_Additive Logistic Regression - a Statistical View of Boosting.pdf|[Local Copy]}} | - [[|1998,Friedman-Hastie-Tibshirani,Additive Logistic Regression - a Statistical View of Boosting]] {{1998_Friedman-Hastie-Tibshirani_Additive Logistic Regression - a Statistical View of Boosting.pdf|[Local Copy]}} |
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| ==Full Definition== |
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| {{ adaboost-gentle.png }} |
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===Probabilistic AdaBoost=== | ===Probabilistic AdaBoost=== |
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{{ adaboost-m1.png }} | {{ adaboost-m1.png }} |
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| {{ adaboost-m1_2.png }} |
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{{ adaboost-m2.png }} | {{ adaboost-m2.png }} |
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| {{ adaboost-m2_2.png }} |
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- [[|1998,Schapire-Singer,Improved Boosting Algorithms Using Confidence-rated Predictions.pdf]] {{1998_Schapire-Singer_Improved Boosting Algorithms Using Confidence-rated Predictions.pdf|[Local Copy]}} | - [[|1998,Schapire-Singer,Improved Boosting Algorithms Using Confidence-rated Predictions.pdf]] {{1998_Schapire-Singer_Improved Boosting Algorithms Using Confidence-rated Predictions.pdf|[Local Copy]}} |
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| {{ adaboost-r.png }} |
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===Multilabel AdaBoost.MH=== | ===Multilabel AdaBoost.MH=== |
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- [[|1998,Friedman-Hastie-Tibshirani,Additive Logistic Regression - a Statistical View of Boosting]] {{1998_Friedman-Hastie-Tibshirani_Additive Logistic Regression - a Statistical View of Boosting.pdf|[Local Copy]}} | - [[|1998,Friedman-Hastie-Tibshirani,Additive Logistic Regression - a Statistical View of Boosting]] {{1998_Friedman-Hastie-Tibshirani_Additive Logistic Regression - a Statistical View of Boosting.pdf|[Local Copy]}} |
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| ==Full Definition== |
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| {{ adaboost-mh.png }} |
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