Differences

This shows you the differences between two versions of the page.

Link to this comparison view

Both sides previous revision Previous revision
ai:methods:classification [2022/04/07 22:31]
cyril import private
ai:methods:classification [2022/04/28 23:27] (current)
cyril add missing images
Line 122: Line 122:
  
 {{  adaboost-discrete.png  }} {{  adaboost-discrete.png  }}
 +
 +{{  adaboost-discrete_2.png  }}
  
  
Line 135: Line 137:
   - [[|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]}}
  
 +==Full Definition==
 +
 +{{  adaboost-real.png  }}
  
  
Line 145: Line 150:
   - [[|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]}}
  
 +==Full Definition==
 +
 +{{  logitboost.png  }}
 +{{  logitboost-multi.png  }}
  
  
Line 155: Line 164:
   - [[|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]}}
  
 +==Full Definition==
 +
 +{{  adaboost-gentle.png  }}
  
 ===Probabilistic AdaBoost=== ===Probabilistic AdaBoost===
Line 210: Line 222:
  
 {{  adaboost-m1.png  }} {{  adaboost-m1.png  }}
 +
 +{{  adaboost-m1_2.png  }}
  
  
Line 232: Line 246:
  
 {{  adaboost-m2.png  }} {{  adaboost-m2.png  }}
 +
 +{{  adaboost-m2_2.png  }}
  
  
Line 243: Line 259:
   - [[|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]}}
  
 +==Full Definition==
  
 +{{  adaboost-r.png  }}
  
 ===Multilabel AdaBoost.MH=== ===Multilabel AdaBoost.MH===
Line 254: Line 272:
  
   - [[|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]}}
 +
 +==Full Definition==
 +
 +{{  adaboost-mh.png  }}
  
  
ai/methods/classification.txt ยท Last modified: 2022/04/28 23:27 by cyril
CC Attribution-Share Alike 4.0 International
Driven by DokuWiki Recent changes RSS feed Valid CSS Valid XHTML 1.0